Kannan Ramchandran

Orcid: 0000-0002-4567-328X

Affiliations:
  • University of California, Berkeley, USA


According to our database1, Kannan Ramchandran authored at least 454 papers between 1992 and 2024.

Collaborative distances:

Awards

IEEE Fellow

IEEE Fellow 2005, "For contributions to image and video communications.".

Timeline

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Bibliography

2024
Competing Bandits in Non-Stationary Matching Markets.
IEEE Trans. Inf. Theory, April, 2024

Model Selection for Generic Contextual Bandits.
IEEE Trans. Inf. Theory, January, 2024

Learning to Understand: Identifying Interactions via the Mobius Transform.
CoRR, 2024

2023
The Square Root Agreement Rule for Incentivizing Truthful Feedback on Online Platforms.
Manag. Sci., January, 2023

Minimum-Rate Spectrum-Blind Sampling Based on Sparse-Graph Codes.
IEEE Trans. Signal Process., 2023

Spectral Regularization Allows Data-frugal Learning over Combinatorial Spaces.
Trans. Mach. Learn. Res., 2023

Pairwise Proximal Policy Optimization: Harnessing Relative Feedback for LLM Alignment.
CoRR, 2023

Greedy Pruning with Group Lasso Provably Generalizes for Matrix Sensing and Neural Networks with Quadratic Activations.
CoRR, 2023

Beyond UCB: Statistical Complexity and Optimal Algorithms for Non-linear Ridge Bandits.
CoRR, 2023

The Fair Value of Data Under Heterogeneous Privacy Constraints.
CoRR, 2023

Greedy Pruning with Group Lasso Provably Generalizes for Matrix Sensing.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Learning a 1-layer conditional generative model in total variation.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Online Pricing for Multi-User Multi-Item Markets.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Test Accuracy vs. Generalization Gap: Model Selection in NLP without Accessing Training or Testing Data.
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

Efficiently Computing Sparse Fourier Transforms of q-ary Functions.
Proceedings of the IEEE International Symposium on Information Theory, 2023

Interactive Learning with Pricing for Optimal and Stable Allocations in Markets.
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023

MRI Reconstruction with Side Information using Diffusion Models.
Proceedings of the 57th Asilomar Conference on Signals, Systems, and Computers, ACSSC 2023, Pacific Grove, CA, USA, October 29, 2023

2022
Addendum and Erratum to "The MDS Queue: Analysing the Latency Performance of Erasure Codes".
IEEE Trans. Inf. Theory, 2022

Max-Affine Regression: Parameter Estimation for Gaussian Designs.
IEEE Trans. Inf. Theory, 2022

An Efficient Framework for Clustered Federated Learning.
IEEE Trans. Inf. Theory, 2022

Interactive Recommendations for Optimal Allocations in Markets with Constraints.
CoRR, 2022

Decentralized Competing Bandits in Non-Stationary Matching Markets.
CoRR, 2022

Evaluating natural language processing models with generalization metrics that do not need access to any training or testing data.
CoRR, 2022

Multi-agent Heterogeneous Stochastic Linear Bandits.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2022

Minimax Optimal Online Imitation Learning via Replay Estimation.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Neurotoxin: Durable Backdoors in Federated Learning.
Proceedings of the International Conference on Machine Learning, 2022

2021
Adaptive Douglas-Rachford Splitting Algorithm from a Yosida Approximation Standpoint.
SIAM J. Optim., 2021

Communication-Efficient and Byzantine-Robust Distributed Learning With Error Feedback.
IEEE J. Sel. Areas Inf. Theory, 2021

Model Selection with Near Optimal Rates for Reinforcement Learning with General Model Classes.
CoRR, 2021

Collaborative Learning and Personalization in Multi-Agent Stochastic Linear Bandits.
CoRR, 2021

LocalNewton: Reducing Communication Bottleneck for Distributed Learning.
CoRR, 2021

Escaping Saddle Points in Distributed Newton's Method with Communication efficiency and Byzantine Resilience.
CoRR, 2021

Provably Breaking the Quadratic Error Compounding Barrier in Imitation Learning, Optimally.
CoRR, 2021

LocalNewton: Reducing communication rounds for distributed learning.
Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial Intelligence, 2021

Taxonomizing local versus global structure in neural network loss landscapes.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

On the Value of Interaction and Function Approximation in Imitation Learning.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

BEAR: Sketching BFGS Algorithm for Ultra-High Dimensional Feature Selection in Sublinear Memory.
Proceedings of the Mathematical and Scientific Machine Learning, 2021

Training Recommender Systems at Scale: Communication-Efficient Model and Data Parallelism.
Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

FastShare: Scalable Secret Sharing by Leveraging Locality.
Proceedings of the IEEE International Symposium on Information Theory, 2021

Improving Semi-supervised Federated Learning by Reducing the Gradient Diversity of Models.
Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

Problem-Complexity Adaptive Model Selection for Stochastic Linear Bandits.
Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021

2020
Fast Distributed Training of Deep Neural Networks: Dynamic Communication Thresholding for Model and Data Parallelism.
CoRR, 2020

FastSecAgg: Scalable Secure Aggregation for Privacy-Preserving Federated Learning.
CoRR, 2020

Utility-based Resource Allocation and Pricing for Serverless Computing.
CoRR, 2020

Serverless Straggler Mitigation using Local Error-Correcting Codes.
CoRR, 2020

CRISPRL and: Interpretable large-scale inference of DNA repair landscape based on a spectral approach.
Bioinform., 2020

Reprogramming GANs via Input Noise Design.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2020

Boundary thickness and robustness in learning models.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Toward the Fundamental Limits of Imitation Learning.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Communication-Efficient and Byzantine-Robust Distributed Learning.
Proceedings of the Information Theory and Applications Workshop, 2020

Fast Compressive Large-Scale Matrix-Matrix Multiplication Using Product Codes.
Proceedings of the IEEE International Symposium on Information Theory, 2020

Communication-Efficient Gradient Coding for Straggler Mitigation in Distributed Learning.
Proceedings of the IEEE International Symposium on Information Theory, 2020

Some Performance Guarantees of Global LASSO with Local Assumptions for Convolutional Sparse Design Matrices.
Proceedings of the IEEE International Symposium on Information Theory, 2020

Max-affine regression with universal parameter estimation for small-ball designs.
Proceedings of the IEEE International Symposium on Information Theory, 2020

Communication Efficient Distributed Approximate Newton Method.
Proceedings of the IEEE International Symposium on Information Theory, 2020

Communication Efficient and Byzantine Tolerant Distributed Learning.
Proceedings of the IEEE International Symposium on Information Theory, 2020

Local Differential Privacy for Multi-Agent Distributed Optimal Power Flow.
Proceedings of the IEEE PES Innovative Smart Grid Technologies Europe, 2020

Serverless Straggler Mitigation using Error-Correcting Codes.
Proceedings of the 40th IEEE International Conference on Distributed Computing Systems, 2020

3D Coded SUMMA: Communication-Efficient and Robust Parallel Matrix Multiplication.
Proceedings of the Euro-Par 2020: Parallel Processing, 2020

CoVer: Collaborative Light-Node-Only Verification and Data Availability for Blockchains.
Proceedings of the IEEE International Conference on Blockchain, 2020

OverSketched Newton: Fast Convex Optimization for Serverless Systems.
Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

Alternating Minimization Converges Super-Linearly for Mixed Linear Regression.
Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020

Robust Class Parallelism - Error Resilient Parallel Inference with Low Communication Cost.
Proceedings of the 54th Asilomar Conference on Signals, Systems, and Computers, 2020

2019
SAFFRON: A Fast, Efficient, and Robust Framework for Group Testing Based on Sparse-Graph Codes.
IEEE Trans. Signal Process., 2019

Learning Mixtures of Sparse Linear Regressions Using Sparse Graph Codes.
IEEE Trans. Inf. Theory, 2019

Sub-Linear Time Support Recovery for Compressed Sensing Using Sparse-Graph Codes.
IEEE Trans. Inf. Theory, 2019

A Real-Time, 1.89-GHz Bandwidth, 175-kHz Resolution Sparse Spectral Analysis RISC-V SoC in 16-nm FinFET.
IEEE J. Solid State Circuits, 2019

SeF: A Secure Fountain Architecture for Slashing Storage Costs in Blockchains.
CoRR, 2019

Max-Affine Regression: Provable, Tractable, and Near-Optimal Statistical Estimation.
CoRR, 2019

Robust Federated Learning in a Heterogeneous Environment.
CoRR, 2019

Cross-Entropy Loss and Low-Rank Features Have Responsibility for Adversarial Examples.
CoRR, 2019

Low-degree Pseudo-Boolean Function Recovery Using Codes.
Proceedings of the IEEE International Symposium on Information Theory, 2019

Synthesizing Differentially Private Datasets using Random Mixing.
Proceedings of the IEEE International Symposium on Information Theory, 2019

Gradient Coding Based on Block Designs for Mitigating Adversarial Stragglers.
Proceedings of the IEEE International Symposium on Information Theory, 2019

Rademacher Complexity for Adversarially Robust Generalization.
Proceedings of the 36th International Conference on Machine Learning, 2019

Defending Against Saddle Point Attack in Byzantine-Robust Distributed Learning.
Proceedings of the 36th International Conference on Machine Learning, 2019

A Fast and Robust Paradigm for Fourier Compressed Sensing Based on Coded Sampling.
Proceedings of the IEEE International Conference on Acoustics, 2019

Adversarially Trained Autoencoders for Parallel-data-free Voice Conversion.
Proceedings of the IEEE International Conference on Acoustics, 2019

Matching Observations to Distributions: Efficient Estimation via Sparsified Hungarian Algorithm.
Proceedings of the 57th Annual Allerton Conference on Communication, 2019

2018
Information-Theoretically Secure Erasure Codes for Distributed Storage.
IEEE Trans. Inf. Theory, 2018

R-FFAST: A Robust Sub-Linear Time Algorithm for Computing a Sparse DFT.
IEEE Trans. Inf. Theory, 2018

FFAST: An Algorithm for Computing an Exactly k-Sparse DFT in O(k log k) Time.
IEEE Trans. Inf. Theory, 2018

Speeding Up Distributed Machine Learning Using Codes.
IEEE Trans. Inf. Theory, 2018

Frank-Wolfe Algorithm for Exemplar Selection.
CoRR, 2018

Online Absolute Ranking with Partial Information: A Bipartite Graph Matching Approach.
CoRR, 2018

Customized Local Differential Privacy for Multi-Agent Distributed Optimization.
CoRR, 2018

Straggler-Proofing Massive-Scale Distributed Matrix Multiplication with D-Dimensional Product Codes.
Proceedings of the 2018 IEEE International Symposium on Information Theory, 2018

Byzantine-Robust Distributed Learning: Towards Optimal Statistical Rates.
Proceedings of the 35th International Conference on Machine Learning, 2018

SGD on Random Mixtures: Private Machine Learning under Data Breach Threats.
Proceedings of the 6th International Conference on Learning Representations, 2018

A Real-Time, Analog/Digital Co-Designed 1.89-GHz Bandwidth, 175-kHz Resolution Sparse Spectral Analysis RISC-V SoC in 16-nm FinFET.
Proceedings of the 44th IEEE European Solid State Circuits Conference, 2018

OverSketch: Approximate Matrix Multiplication for the Cloud.
Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

Coded Control over Lossy Networks.
Proceedings of the 2018 Annual American Control Conference, 2018

Faster Data-access in Large-scale Systems: Network-scale Latency Analysis under General Service-time Distributions.
Proceedings of the 56th Annual Allerton Conference on Communication, 2018

Online Scoring with Delayed Information: A Convex Optimization Viewpoint.
Proceedings of the 56th Annual Allerton Conference on Communication, 2018

Gradient Diversity: a Key Ingredient for Scalable Distributed Learning.
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2018

Approximate ranking from pairwise comparisons.
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2018

2017
On Scheduling Redundant Requests With Cancellation Overheads.
IEEE/ACM Trans. Netw., 2017

A Piggybacking Design Framework for Read-and Download-Efficient Distributed Storage Codes.
IEEE Trans. Inf. Theory, 2017

PhaseCode: Fast and Efficient Compressive Phase Retrieval Based on Sparse-Graph Codes.
IEEE Trans. Inf. Theory, 2017

The MDS Queue: Analysing the Latency Performance of Erasure Codes.
IEEE Trans. Inf. Theory, 2017

Hiding the Rumor Source.
IEEE Trans. Inf. Theory, 2017

Perturbed Iterate Analysis for Asynchronous Stochastic Optimization.
SIAM J. Optim., 2017

Gradient Diversity Empowers Distributed Learning.
CoRR, 2017

Density Evolution on a Class of Smeared Random Graphs: A Theoretical Framework for Fast MRI.
CoRR, 2017

abSNP: RNA-Seq SNP Calling in Repetitive Regions via Abundance Estimation.
Proceedings of the 17th International Workshop on Algorithms in Bioinformatics, 2017

High-dimensional coded matrix multiplication.
Proceedings of the 2017 IEEE International Symposium on Information Theory, 2017

Coded computation for multicore setups.
Proceedings of the 2017 IEEE International Symposium on Information Theory, 2017

Fundamental limits of DNA storage systems.
Proceedings of the 2017 IEEE International Symposium on Information Theory, 2017

Density evolution on a class of smeared random graphs.
Proceedings of the 2017 IEEE International Symposium on Information Theory, 2017

The Sample Complexity of Online One-Class Collaborative Filtering.
Proceedings of the 34th International Conference on Machine Learning, 2017

Asynchronous and noncoherent neighbor discovery for the IoT using sparse-graph codes.
Proceedings of the IEEE International Conference on Communications, 2017

A sequential approximation framework for coded distributed optimization.
Proceedings of the 55th Annual Allerton Conference on Communication, 2017

2016
Collaborative High-Accuracy Localization in Mobile Multipath Environments.
IEEE Trans. Veh. Technol., 2016

Metadata-Conscious Anonymous Messaging.
IEEE Trans. Signal Inf. Process. over Networks, 2016

Efficient Algorithms for the Data Exchange Problem.
IEEE Trans. Inf. Theory, 2016

When Do Redundant Requests Reduce Latency?
IEEE Trans. Commun., 2016

Estimation from Pairwise Comparisons: Sharp Minimax Bounds with Topology Dependence.
J. Mach. Learn. Res., 2016

CYCLADES: Conflict-free Asynchronous Machine Learning.
CoRR, 2016

Active Ranking from Pairwise Comparisons and the Futility of Parametric Assumptions.
CoRR, 2016

Rumor Source Obfuscation on Irregular Trees.
Proceedings of the 2016 ACM SIGMETRICS International Conference on Measurement and Modeling of Computer Science, 2016

EC-Cache: Load-Balanced, Low-Latency Cluster Caching with Online Erasure Coding.
Proceedings of the 12th USENIX Symposium on Operating Systems Design and Implementation, 2016

Optimal systematic distributed storage codes with fast encoding.
Proceedings of the IEEE International Symposium on Information Theory, 2016

SAFFRON: A fast, efficient, and robust framework for group testing based on sparse-graph codes.
Proceedings of the IEEE International Symposium on Information Theory, 2016

Overlap-based genome assembly from variable-length reads.
Proceedings of the IEEE International Symposium on Information Theory, 2016

Fast sparse 2-D DFT computation using sparse-graph alias codes.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

A sparse-graph-coded filter bank approach to minimum-rate spectrum-blind sampling.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Recovering K-sparse N-length vectors in O(K log N) time: Compressed sensing using sparse-graph codes.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Compressed sensing using sparse-graph codes for the continuous-alphabet setting.
Proceedings of the 54th Annual Allerton Conference on Communication, 2016

2015
Spline-Like Wavelet Filterbanks for Multiresolution Analysis of Graph-Structured Data.
IEEE Trans. Signal Inf. Process. over Networks, 2015

Low-Complexity Interactive Algorithms for Synchronization From Deletions, Insertions, and Substitutions.
IEEE Trans. Inf. Theory, 2015

Distributed Secret Dissemination Across a Network.
IEEE J. Sel. Top. Signal Process., 2015

Efficient Private Information Retrieval Over Unsynchronized Databases.
IEEE J. Sel. Top. Signal Process., 2015

A robust sub-linear time R-FFAST algorithm for computing a sparse DFT.
CoRR, 2015

Fast and Efficient Sparse 2D Discrete Fourier Transform using Sparse-Graph Codes.
CoRR, 2015

SPRIGHT: A Fast and Robust Framework for Sparse Walsh-Hadamard Transform.
CoRR, 2015

Truth Serums for Massively Crowdsourced Evaluation Tasks.
CoRR, 2015

Parallel Correlation Clustering on Big Graphs.
Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015

An Active Learning Framework using Sparse-Graph Codes for Sparse Polynomials and Graph Sketching.
Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015

Computationally-efficient sparse polynomial interpolation.
Proceedings of the Seventh International Workshop on Signal Design and its Applications in Communications, 2015

Fast and robust compressive phase retrieval with sparse-graph codes.
Proceedings of the IEEE International Symposium on Information Theory, 2015

Capacity-approaching PhaseCode for low-complexity compressive phase retrieval.
Proceedings of the IEEE International Symposium on Information Theory, 2015

Sub-linear time compressed sensing using sparse-graph codes.
Proceedings of the IEEE International Symposium on Information Theory, 2015

Having Your Cake and Eating It Too: Jointly Optimal Erasure Codes for I/O, Storage, and Network-bandwidth.
Proceedings of the 13th USENIX Conference on File and Storage Technologies, 2015

Sparse covariance estimation based on sparse-graph codes.
Proceedings of the 53rd Annual Allerton Conference on Communication, 2015

Exploring connections between Sparse Fourier Transform computation and decoding of product codes.
Proceedings of the 53rd Annual Allerton Conference on Communication, 2015

Collaborative Multimodal Location Estimation of Consumer Media.
Proceedings of the Multimodal Location Estimation of Videos and Images, 2015

Human Versus Machine: Establishing a Human Baseline for Multimodal Location Estimation.
Proceedings of the Multimodal Location Estimation of Videos and Images, 2015

2014
Guest Editorial Communication Methodologies for the Next-Generation Storage Systems.
IEEE J. Sel. Areas Commun., 2014

When is it Better to Compare than to Score?
CoRR, 2014

Sub-linear Time Support Recovery for Compressed Sensing using Sparse-Graph Codes.
CoRR, 2014

A "hitchhiker's" guide to fast and efficient data reconstruction in erasure-coded data centers.
Proceedings of the ACM SIGCOMM 2014 Conference, 2014

Toward efficient, privacy-aware media classification on public databases.
Proceedings of the International Conference on Multimedia Retrieval, 2014

One extra bit of download ensures perfectly private information retrieval.
Proceedings of the 2014 IEEE International Symposium on Information Theory, Honolulu, HI, USA, June 29, 2014

The MDS queue: Analysing the latency performance of erasure codes.
Proceedings of the 2014 IEEE International Symposium on Information Theory, Honolulu, HI, USA, June 29, 2014

A robust R-FFAST framework for computing a k-sparse n-length DFT in O(k log n) sample complexity using sparse-graph codes.
Proceedings of the 2014 IEEE International Symposium on Information Theory, Honolulu, HI, USA, June 29, 2014

The SPRIGHT algorithm for robust sparse Hadamard Transforms.
Proceedings of the 2014 IEEE International Symposium on Information Theory, Honolulu, HI, USA, June 29, 2014

PhaseCode: Fast and efficient compressive phase retrieval based on sparse-graph codes.
Proceedings of the 52nd Annual Allerton Conference on Communication, 2014

Multi-server private information retrieval over unsynchronized databases.
Proceedings of the 52nd Annual Allerton Conference on Communication, 2014

2013
Achievable Rates for Channels With Deletions and Insertions.
IEEE Trans. Inf. Theory, 2013

Secure Source Coding With a Helper.
IEEE Trans. Inf. Theory, 2013

Asymptotic Interference Alignment for Optimal Repair of MDS Codes in Distributed Storage.
IEEE Trans. Inf. Theory, 2013

The Role of Signal Processing in Meeting Privacy Challenges: An Overview.
IEEE Signal Process. Mag., 2013

One-Way Private Media Search on Public Databases: The Role of Signal Processing.
IEEE Signal Process. Mag., 2013

A novel fusion method for integrating multiple modalities and knowledge for multimodal location estimation.
Proceedings of the 2nd ACM international workshop on Geotagging and its applications in multimedia, 2013

Human vs machine: establishing a human baseline for multimodal location estimation.
Proceedings of the ACM Multimedia Conference, 2013

A VoD System for Massively Scaled, Heterogeneous Environments: Design and Implementation.
Proceedings of the 2013 IEEE 21st International Symposium on Modelling, 2013

Secure network coding for distributed secret sharing with low communication cost.
Proceedings of the 2013 IEEE International Symposium on Information Theory, 2013

Computing a k-sparse n-length Discrete Fourier Transform using at most 4k samples and O(k log k) complexity.
Proceedings of the 2013 IEEE International Symposium on Information Theory, 2013

Optimal DNA shotgun sequencing: Noisy reads are as good as noiseless reads.
Proceedings of the 2013 IEEE International Symposium on Information Theory, 2013

Circulant structures and graph signal processing.
Proceedings of the IEEE International Conference on Image Processing, 2013

A Solution to the Network Challenges of Data Recovery in Erasure-coded Distributed Storage Systems: A Study on the Facebook Warehouse Cluster.
Proceedings of the 5th USENIX Workshop on Hot Topics in Storage and File Systems, 2013

Computationally-efficient blind sub-Nyquist sampling for sparse spectra.
Proceedings of the IEEE Global Conference on Signal and Information Processing, 2013

Critically-sampled perfect-reconstruction spline-wavelet filterbanks for graph signals.
Proceedings of the IEEE Global Conference on Signal and Information Processing, 2013

Wavelet-regularized graph semi-supervised learning.
Proceedings of the IEEE Global Conference on Signal and Information Processing, 2013

Efficient interactive algorithms for file synchronization under general edits.
Proceedings of the 51st Annual Allerton Conference on Communication, 2013

2012
Interference Alignment in Regenerating Codes for Distributed Storage: Necessity and Code Constructions.
IEEE Trans. Inf. Theory, 2012

Distributed Storage Codes With Repair-by-Transfer and Nonachievability of Interior Points on the Storage-Bandwidth Tradeoff.
IEEE Trans. Inf. Theory, 2012

Secrecy via Sources and Channels.
IEEE Trans. Inf. Theory, 2012

VSYNC: Bandwidth-Efficient and Distortion-Tolerant Video File Synchronization.
IEEE Trans. Circuits Syst. Video Technol., 2012

The MDS Queue
CoRR, 2012

Semi-Definite Programming Relaxation for Non-Line-of-Sight Localization
CoRR, 2012

Secret Share Dissemination across a Network
CoRR, 2012

Minimum Cost Multicast with Decentralized Sources
CoRR, 2012

Non-line-of-sight localization using low-rank + sparse matrix decomposition.
Proceedings of the IEEE Statistical Signal Processing Workshop, 2012

Optimal demand response with energy storage management.
Proceedings of the IEEE Third International Conference on Smart Grid Communications, 2012

Private Stream Search at Almost the Same Communication Cost as a Regular Search.
Proceedings of the Selected Areas in Cryptography, 19th International Conference, 2012

The 2012 ICSI/Berkeley Video Location Estimation System.
Proceedings of the Working Notes Proceedings of the MediaEval 2012 Workshop, 2012

Optimal smart grid tariffs.
Proceedings of the 2012 Information Theory and Applications Workshop, 2012

Regenerating codes for errors and erasures in distributed storage.
Proceedings of the 2012 IEEE International Symposium on Information Theory, 2012

Data exchange problem with helpers.
Proceedings of the 2012 IEEE International Symposium on Information Theory, 2012

A compression algorithm using mis-aligned side-information.
Proceedings of the 2012 IEEE International Symposium on Information Theory, 2012

Codes can reduce queueing delay in data centers.
Proceedings of the 2012 IEEE International Symposium on Information Theory, 2012

Private Stream Search at the same communication cost as a regular search: Role of LDPC codes.
Proceedings of the 2012 IEEE International Symposium on Information Theory, 2012

Reverse-engineering BitTorrent: A Markov approximation perspective.
Proceedings of the IEEE INFOCOM 2012, Orlando, FL, USA, March 25-30, 2012, 2012

Multimodal Location Estimation of Consumer Media: Dealing with Sparse Training Data.
Proceedings of the 2012 IEEE International Conference on Multimedia and Expo, 2012

A hybrid DFT-LDPC framework for fast, efficient and robust compressive sensing.
Proceedings of the 50th Annual Allerton Conference on Communication, 2012

Efficient algorithms for the data exchange problem under fairness constraints.
Proceedings of the 50th Annual Allerton Conference on Communication, 2012

An optimized distributed video-on-demand streaming system: Theory and design.
Proceedings of the 50th Annual Allerton Conference on Communication, 2012

2011
Exact-Repair MDS Code Construction Using Interference Alignment.
IEEE Trans. Inf. Theory, 2011

Hybrid Digital-Analog Codes for Source-Channel Broadcast of Gaussian Sources Over Gaussian Channels.
IEEE Trans. Inf. Theory, 2011

Securing Dynamic Distributed Storage Systems Against Eavesdropping and Adversarial Attacks.
IEEE Trans. Inf. Theory, 2011

High-Resolution Distributed Sampling of Bandlimited Fields With Low-Precision Sensors.
IEEE Trans. Inf. Theory, 2011

A Survey on Network Codes for Distributed Storage.
Proc. IEEE, 2011

Cognitive Radio Through Primary Control Feedback.
IEEE J. Sel. Areas Commun., 2011

Coding of Image Feature Descriptors for Distributed Rate-efficient Visual Correspondences.
Int. J. Comput. Vis., 2011

Optimal Deterministic Polynomial-Time Data Exchange for Omniscience
CoRR, 2011

On Minimum-rate Synchronization Based on Bursty Deletion Side-information
CoRR, 2011

Optimal neighbor selection in BitTorrent-like peer-to-peer networks.
Proceedings of the SIGMETRICS 2011, 2011

Securing dynamic distributed storage systems from malicious nodes.
Proceedings of the 2011 IEEE International Symposium on Information Theory Proceedings, 2011

DRESS codes for the storage cloud: Simple randomized constructions.
Proceedings of the 2011 IEEE International Symposium on Information Theory Proceedings, 2011

Deterministic algorithm for the cooperative data exchange problem.
Proceedings of the 2011 IEEE International Symposium on Information Theory Proceedings, 2011

Efficient file synchronization: A distributed source coding approach.
Proceedings of the 2011 IEEE International Symposium on Information Theory Proceedings, 2011

Scaling Laws for Cooperative Node Localization in Non-Line-of-Sight Wireless Networks.
Proceedings of the Global Communications Conference, 2011

Codes for a distributed caching based Video-on-Demand system.
Proceedings of the Conference Record of the Forty Fifth Asilomar Conference on Signals, 2011

2010
Dithered A/D conversion of smooth non-bandlimited signals.
IEEE Trans. Signal Process., 2010

Information-theoretic limits on sparse signal recovery: dense versus sparse measurement matrices.
IEEE Trans. Inf. Theory, 2010

Correction to "on functional duality in multiuser source and channel coding problems having one-sidedcollaboration".
IEEE Trans. Inf. Theory, 2010

Network coding for distributed storage systems.
IEEE Trans. Inf. Theory, 2010

Robust Distributed Multiview Video Compression for Wireless Camera Networks.
IEEE Trans. Image Process., 2010

An Adaptive Multi-channel P2P Video-on-Demand System using Plug-and-Play Helpers
CoRR, 2010

Distributed Storage Codes with Repair-by-Transfer and Non-achievability of Interior Points on the Storage-Bandwidth Tradeoff
CoRR, 2010

The MISER Code: An MDS Distributed Storage Code that Minimizes Repair Bandwidth for Systematic Nodes through Interference Alignment
CoRR, 2010

On the Existence of Optimal Exact-Repair MDS Codes for Distributed Storage
CoRR, 2010

Exact Regeneration Codes for Distributed Storage Repair Using Interference Alignment
CoRR, 2010

Regenerating Codes for Distributed Storage Networks.
Proceedings of the Arithmetic of Finite Fields, Third International Workshop, 2010

Explicit and optimal codes for distributed storage.
Proceedings of the Information Theory and Applications Workshop, 2010

Exact-repair MDS codes for distributed storage using interference alignment.
Proceedings of the IEEE International Symposium on Information Theory, 2010

Secure distributive storage of decentralized source data: Can interaction help?
Proceedings of the IEEE International Symposium on Information Theory, 2010

Explicit and optimal exact-regenerating codes for the minimum-bandwidth point in distributed storage.
Proceedings of the IEEE International Symposium on Information Theory, 2010

On secure distributed data storage under repair dynamics.
Proceedings of the IEEE International Symposium on Information Theory, 2010

The role of game theory in key agreement over a public channel.
Proceedings of the IEEE International Symposium on Information Theory, 2010

Information-theoretic bounds on model selection for Gaussian Markov random fields.
Proceedings of the IEEE International Symposium on Information Theory, 2010

Frame-bufferless sum-rate constrained video encoding using feedback.
Proceedings of the International Conference on Image Processing, 2010

Complexity-outsourced low-latency video encoding through feedback under a sum-rate constraint.
Proceedings of the International Conference on Image Processing, 2010

Distributed High Accuracy Peer-to-Peer Localization in Mobile Multipath Environments.
Proceedings of the Global Communications Conference, 2010

Interactive low-complexity codes for synchronization from deletions and insertions.
Proceedings of the 48th Annual Allerton Conference on Communication, 2010

Fractional repetition codes for repair in distributed storage systems.
Proceedings of the 48th Annual Allerton Conference on Communication, 2010

2009
Robust Video Transmission With Distributed Source Coded Auxiliary Channel.
IEEE Trans. Image Process., 2009

Explicit Codes Minimizing Repair Bandwidth for Distributed Storage
CoRR, 2009

Exact Regenerating Codes for Distributed Storage
CoRR, 2009

Multi-antenna interference cancellation techniques for cognitive radio applications.
Proceedings of the 2009 IEEE Wireless Communications and Networking Conference, 2009

A reliable decentralized Peer-to-Peer Video-on-Demand system using helpers.
Proceedings of the 2009 Picture Coding Symposium, 2009

SRAM supply voltage scaling: A reliability perspective.
Proceedings of the 10th International Symposium on Quality of Electronic Design (ISQED 2009), 2009

Secure communication using an untrusted relay via sources and channels.
Proceedings of the IEEE International Symposium on Information Theory, 2009

Scaling Peer-to-Peer Video-on-Demand systems using helpers.
Proceedings of the International Conference on Image Processing, 2009

On low-complexity video encoding through feedback.
Proceedings of the International Conference on Image Processing, 2009

Rate efficient remote video file synchronization.
Proceedings of the IEEE International Conference on Acoustics, 2009

Rate-constrained distributed distance testing and its applications.
Proceedings of the IEEE International Conference on Acoustics, 2009

Explicit construction of optimal exact regenerating codes for distributed storage.
Proceedings of the 47th Annual Allerton Conference on Communication, 2009

2008
Colored Gaussian Source-Channel Broadcast for Heterogeneous (Analog/Digital) Receivers.
IEEE Trans. Inf. Theory, 2008

Toward Compression of Encrypted Images and Video Sequences.
IEEE Trans. Inf. Forensics Secur., 2008

High-Speed Action Recognition and Localization in Compressed Domain Videos.
IEEE Trans. Circuits Syst. Video Technol., 2008

Lower Bounds on the Rate-Distortion Function of LDGM Codes
CoRR, 2008

Secrecy via Sources and Channels -- A Secret Key - Secret Message Rate Trade-off Region
CoRR, 2008

Bits through ARQs
CoRR, 2008

VSYNC: a novel video file synchronization protocol.
Proceedings of the 16th International Conference on Multimedia 2008, 2008

Error-Tolerant SRAM Design for Ultra-Low Power Standby Operation.
Proceedings of the 9th International Symposium on Quality of Electronic Design (ISQED 2008), 2008

Fundamental Data Retention Limits in SRAM Standby Experimental Results.
Proceedings of the 9th International Symposium on Quality of Electronic Design (ISQED 2008), 2008

Information-theoretic limits on sparse support recovery: Dense versus sparse measurements.
Proceedings of the 2008 IEEE International Symposium on Information Theory, 2008

Secrecy via sources and channels - A secret key - Secret message rate tradeoff region.
Proceedings of the 2008 IEEE International Symposium on Information Theory, 2008

Distributed beamforming with binary signaling.
Proceedings of the 2008 IEEE International Symposium on Information Theory, 2008

Rate-efficient visual correspondences using random projections.
Proceedings of the International Conference on Image Processing, 2008

Enhancing peer-to-peer live multicast quality using helpers.
Proceedings of the International Conference on Image Processing, 2008

Secret communication using sources and channels.
Proceedings of the 42nd Asilomar Conference on Signals, Systems and Computers, 2008

2007
A Graph-Based Framework for Transmission of Correlated Sources Over Multiple-Access Channels.
IEEE Trans. Inf. Theory, 2007

PRISM: A Video Coding Paradigm With Motion Estimation at the Decoder.
IEEE Trans. Image Process., 2007

Robust Predictive Quantization: Analysis and Design Via Convex Optimization.
J. Sel. Topics Signal Processing, 2007

Robust distributed multi-view video compression for wireless camera networks.
Proceedings of the Visual Communications and Image Processing 2007, 2007

Achieving H.264-like compression efficiency with distributed video coding.
Proceedings of the Visual Communications and Image Processing 2007, 2007

Unequal Growth Codes: Intermediate Performance and Unequal Error Protection for Video Streaming.
Proceedings of the IEEE 9th Workshop on Multimedia Signal Processing, 2007

Unsupervised Discovery of Action Hierarchies in Large Collections of Activity Videos.
Proceedings of the IEEE 9th Workshop on Multimedia Signal Processing, 2007

Using audio and video features to classify the most dominant person in a group meeting.
Proceedings of the 15th International Conference on Multimedia 2007, 2007

Receiver-driven multicast over wireless with distributed source coding and FEC.
Proceedings of the International Conference on Wireless Communications and Mobile Computing, 2007

Channel coding with strictly casual colored side-information at transmitter.
Proceedings of the IEEE International Symposium on Information Theory, 2007

Bits through ARQs: Spectrum Sharing with a Primary Packet System.
Proceedings of the IEEE International Symposium on Information Theory, 2007

Fundamental Bounds on Power Reduction during Data-Retention in Standby SRAM.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2007), 2007

On the Role of Helpers in Peer-to-Peer File Download Systems: Design, Analysis and Simulation.
Proceedings of the 6th International workshop on Peer-To-Peer Systems, 2007

Distributed sparse random projections for refinable approximation.
Proceedings of the 6th International Conference on Information Processing in Sensor Networks, 2007

Network Coding for Distributed Storage Systems.
Proceedings of the INFOCOM 2007. 26th IEEE International Conference on Computer Communications, 2007

View Synthesis for Robust Distributed Video Compression in Wireless Camera Networks.
Proceedings of the International Conference on Image Processing, 2007

Fundamental Redundancy Versus Power Trade-Off in Standby SRAM.
Proceedings of the IEEE International Conference on Acoustics, 2007

On Compression of Encrypted Video.
Proceedings of the 2007 Data Compression Conference (DCC 2007), 2007

2006
On Functional Duality in Multiuser Source and Channel Coding Problems With One-Sided Collaboration.
IEEE Trans. Inf. Theory, 2006

Overcoming untuned radios in wireless networks with network coding.
IEEE Trans. Inf. Theory, 2006

Decentralized erasure codes for distributed networked storage.
IEEE Trans. Inf. Theory, 2006

Distributed video coding in wireless sensor networks.
IEEE Signal Process. Mag., 2006

Robust wireless video multicast based on a distributed source coding approach.
Signal Process., 2006

Denoising by Sparse Approximation: Error Bounds Based on Rate-Distortion Theory.
EURASIP J. Adv. Signal Process., 2006

From Dumb Wireless Sensors to Smart Networks using Network Coding
CoRR, 2006

Compressed Domain Real-time Action Recognition.
Proceedings of the IEEE 8th Workshop on Multimedia Signal Processing, 2006

On Source Encoding with Side-information Under Ambiguous State of Nature.
Proceedings of the Proceedings 2006 IEEE International Symposium on Information Theory, 2006

Random distributed multiresolution representations with significance querying.
Proceedings of the Fifth International Conference on Information Processing in Sensor Networks, 2006

Multi-camera Video Resolution Enhancement by Fusion of Spatial Disparity and Temporal Motion fields.
Proceedings of the 2006 IEEE International Conference on Computer Vision Systems, 2006

Syndrome-Based Robust Video Transmission Over Networks with Bursty Losses.
Proceedings of the International Conference on Image Processing, 2006

On Compression of Encrypted Images.
Proceedings of the International Conference on Image Processing, 2006

Distributed Fountain Codes for Networked Storage.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

Random Multiresolution Representations for Arbitrary Sensor Network Graphs.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

Causal and Strictly Causal Estimation for Jump Linear Systems: An LMI Analysis.
Proceedings of the 40th Annual Conference on Information Sciences and Systems, 2006

2005
n-channel symmetric multiple descriptions-part II: An achievable rate-distortion region.
IEEE Trans. Inf. Theory, 2005

Generalized coset codes for distributed binning.
IEEE Trans. Inf. Theory, 2005

On rate-constrained distributed estimation in unreliable sensor networks.
IEEE J. Sel. Areas Commun., 2005

Analysis of denoising by sparse approximation with random frame asymptotics.
Proceedings of the 2005 IEEE International Symposium on Information Theory, 2005

Ubiquitous access to distributed data in large-scale sensor networks through decentralized erasure codes.
Proceedings of the Fourth International Symposium on Information Processing in Sensor Networks, 2005

An Analysis of Empirical PMF Based Tests for Least Significant Bit Image Steganography.
Proceedings of the Information Hiding, 7th International Workshop, 2005

Complexity/performance trade-offs for robust distributed video coding.
Proceedings of the 2005 International Conference on Image Processing, 2005

On enhancing MPEG video broadcast over wireless networks with an auxiliary broadcast channel.
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

Image compression in a multi-camera system based on a distributed source coding approach.
Proceedings of the 13th European Signal Processing Conference, 2005

On blind compression of encrypted data approaching the source entropy rate.
Proceedings of the 13th European Signal Processing Conference, 2005

2004
On compressing encrypted data.
IEEE Trans. Signal Process., 2004

n-channel symmetric multiple descriptions - part I: (n, k) source-channel erasure codes.
IEEE Trans. Inf. Theory, 2004

A distributed and adaptive signal processing approach to exploiting correlation in sensor networks.
Ad Hoc Networks, 2004

On Compressing Encrypted Data without the Encryption Key.
Proceedings of the Theory of Cryptography, First Theory of Cryptography Conference, 2004

Drift reduction in predictive video transmission using a distributed source coded side-channel.
Proceedings of the 12th ACM International Conference on Multimedia, 2004

Coding and routing complexity in sensor networks.
Proceedings of the 2004 IEEE International Symposium on Information Theory, 2004

Achievable rates for multiple-access channels with correlated messages.
Proceedings of the 2004 IEEE International Symposium on Information Theory, 2004

Rate region of the quadratic Gaussian CEO problem.
Proceedings of the 2004 IEEE International Symposium on Information Theory, 2004

Compressing encrypted sources using side-information coding.
Proceedings of the 2004 IEEE International Symposium on Information Theory, 2004

Robust predictive quantization: a new analysis and optimization framework.
Proceedings of the 2004 IEEE International Symposium on Information Theory, 2004

Channel estimation and synchronization with sub-Nyquist sampling and application to ultra-wideband systems.
Proceedings of the 2004 International Symposium on Circuits and Systems, 2004

On distributed sampling of smooth non-bandlimited fields.
Proceedings of the Third International Symposium on Information Processing in Sensor Networks, 2004

Video multicast over lossy channels based on distributed source coding.
Proceedings of the 2004 International Conference on Image Processing, 2004

On decoder-latency versus performance tradeoffs in differential predictive coding.
Proceedings of the 2004 International Conference on Image Processing, 2004

Optimized filtering and reconstruction in predictive quantization with losses.
Proceedings of the 2004 International Conference on Image Processing, 2004

Adaptive sleep discipline for energy conservation and robustness in dense sensor networks.
Proceedings of IEEE International Conference on Communications, 2004

On distributed sampling of bandlimited and non-bandlimited sensor fields.
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

Distributed Code Constructions for the Entire Slepian-Wolf Rate Region for Arbitrarily Correlated Sources.
Proceedings of the 2004 Data Compression Conference (DCC 2004), 2004

PRISM: An Error-Resilient Video Coding Paradigm for Wireless Networks.
Proceedings of the 1st International Conference on Broadband Networks (BROADNETS 2004), 2004

2003
Distributed source coding using syndromes (DISCUS): design and construction.
IEEE Trans. Inf. Theory, 2003

Duality between source coding and channel coding and its extension to the side information case.
IEEE Trans. Inf. Theory, 2003

Microarray image compression: SLOCO and the effect of information loss.
Signal Process., 2003

On Rate-Constrained Estimation in Unreliable Sensor Networks.
Proceedings of the Information Processing in Sensor Networks, 2003

Distributed Sampling for Dense Sensor Networks: A "Bit-Conservation Principle".
Proceedings of the Information Processing in Sensor Networks, 2003

A Distributed and Adaptive Signal Processing Approach to Reducing Energy Consumption in Sensor Networks.
Proceedings of the Proceedings IEEE INFOCOM 2003, The 22nd Annual Joint Conference of the IEEE Computer and Communications Societies, San Franciso, CA, USA, March 30, 2003

PRISM: a "reversed" multimedia coding paradigm.
Proceedings of the 2003 International Conference on Image Processing, 2003

Dither-based secure image hashing using distributed coding.
Proceedings of the 2003 International Conference on Image Processing, 2003

Towards a theory for video coding using distributed compression principles.
Proceedings of the 2003 International Conference on Image Processing, 2003

Estimation error bounds for denoising by sparse approximation.
Proceedings of the 2003 International Conference on Image Processing, 2003

On multivariate estimation by thresholding.
Proceedings of the 2003 International Conference on Image Processing, 2003

PRISM: an uplink-friendly multimedia coding paradigm.
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

High resolution acquisition methods for wideband communication systems.
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

Audio data hiding with application to surround sound.
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

Duality in Multi-user Source and Channel Coding.
Proceedings of the Advances in Network Information Theory, 2003

Turbo and Trellis-Based Constructions for Source Coding with Side Information.
Proceedings of the 2003 Data Compression Conference (DCC 2003), 2003

2002
Multicast and unicast real-time video streaming over wireless LANs.
IEEE Trans. Circuits Syst. Video Technol., 2002

Efficient layered data transport over multicarrier systems using optimized embedded modulation.
IEEE Trans. Commun., 2002

Information-Theoretic Bounds on Target Recognition Performance Based on Degraded Image Data.
IEEE Trans. Pattern Anal. Mach. Intell., 2002

Turbo-coded trellis-based constructions for data hiding.
Proceedings of the Security and Watermarking of Multimedia Contents IV, 2002

On functional duality in MIMO source and channel coding problems having one-sided collaboration.
Proceedings of the 2002 IEEE Information Theory Workshop, 2002

Robust video multicast under rate and channel variability with applications to wireless LANs.
Proceedings of the 2002 International Symposium on Circuits and Systems, 2002

Rate-distortion efficient video transmission from multiple servers.
Proceedings of the 2002 IEEE International Conference on Multimedia and Expo, 2002

Distributed multimedia transmission from multiple servers.
Proceedings of the 2002 International Conference on Image Processing, 2002

Compression of cDNA and inkjet microarray images.
Proceedings of the 2002 International Conference on Image Processing, 2002

Wavelet denoising by recursive cycle spinning.
Proceedings of the 2002 International Conference on Image Processing, 2002

Robust turbo-based data hiding for image and video sources.
Proceedings of the 2002 International Conference on Image Processing, 2002


n-Channel Multiple Descriptions: Theory and Constructions.
Proceedings of the 2002 Data Compression Conference (DCC 2002), 2002

2001
Total System Energy Minimization for Wireless Image Transmission.
J. VLSI Signal Process., 2001

Rate-distortion-optimal subband coding without perfect-reconstruction constraints.
IEEE Trans. Signal Process., 2001

An integrated source transcoding and congestion control paradigm for video streaming in the Internet.
IEEE Trans. Multim., 2001

Continuous error detection (CED) for reliable communication.
IEEE Trans. Commun., 2001

Forward error correction (FEC) codes based multiple description coding for internet video streaming and multicast.
Signal Process. Image Commun., 2001

High Capacity Audio Data Hiding For Noisy Channels.
Proceedings of the 2001 International Symposium on Information Technology (ITCC 2001), 2001

Distributed compression for sensor networks.
Proceedings of the 2001 International Conference on Image Processing, 2001

Next generation techniques for robust and imperceptible audio data hiding.
Proceedings of the IEEE International Conference on Acoustics, 2001

List Viterbi decoding with continuous error detection for magnetic recording.
Proceedings of the Global Telecommunications Conference, 2001

Enhancing Analog Image Transmission Systems Using Digital Side Information: A New Wavelet-Based Image Coding Paradigm.
Proceedings of the Data Compression Conference, 2001

2000
Theory of rate-distortion-optimal, constrained filterbanks-application to IIR and FIR biorthogonal designs.
IEEE Trans. Signal Process., 2000

Optimal subband filter banks for multiple description coding.
IEEE Trans. Inf. Theory, 2000

Scalable wavelet video coding using aliasing-reduced hierarchical motion compensation.
IEEE Trans. Image Process., 2000

Multiple description wavelet based image coding.
IEEE Trans. Image Process., 2000

Computationally efficient optimal power allocation algorithms for multicarrier communication systems.
IEEE Trans. Commun., 2000

On the optimality of block orthogonal transforms for multiple description coding of Gaussian vector sources.
IEEE Signal Process. Lett., 2000

Arithmetic coding-based continuous error detection for efficient ARQ-based image transmission.
IEEE J. Sel. Areas Commun., 2000

A robust blind watermaking scheme based on distributed source coding principles.
Proceedings of the 8th ACM International Conference on Multimedia 2000, Los Angeles, CA, USA, October 30, 2000

An Integrated Source Coding and Congestion Control Framework for Video Streaming in the Internet.
Proceedings of the Proceedings IEEE INFOCOM 2000, 2000

Clustering Source/Channel Rate Allocations for Receiver-Driven Multicast under a Limited Number of Streams.
Proceedings of the 2000 IEEE International Conference on Multimedia and Expo, 2000

Design and Analysis of a Forward-Adaptive Wavelet Image Coder.
Proceedings of the 2000 International Conference on Image Processing, 2000

On the Transmission of a Class of Hidden Markov Sources over Gaussian Channels with Applications to Image Communication.
Proceedings of the 2000 International Conference on Image Processing, 2000

Watermarking Based on Duality with Distributed Source Coding and Robust Optimization Principles.
Proceedings of the 2000 International Conference on Image Processing, 2000

Application of Continuous Error Detection for Joint Equalization and Coding for ISI Channels.
Proceedings of the 2000 IEEE International Conference on Communications: Global Convergence Through Communications, 2000

Stochastic wavelet-based image modeling using factor graphs and its application to denoising.
Proceedings of the IEEE International Conference on Acoustics, 2000

Wireless Image Transmission Using Multiple-Description Based Concatenated Codes.
Proceedings of the Data Compression Conference, 2000

Distributed Source Coding: Symmetric Rates and Applications to Sensor Networks.
Proceedings of the Data Compression Conference, 2000

1999
An integrated framework for adaptive subband image coding.
IEEE Trans. Signal Process., 1999

Frequency-shift-invariant orthonormal wavelet packet representations.
IEEE Trans. Signal Process., 1999

A low-complexity region-based video coder using backward morphological motion field segmentation.
IEEE Trans. Image Process., 1999

Inverse halftoning using wavelets.
IEEE Trans. Image Process., 1999

Image coding based on a morphological representation of wavelet data.
IEEE Trans. Image Process., 1999

A comparative study of DCT- and wavelet-based image coding.
IEEE Trans. Circuits Syst. Video Technol., 1999

Low-complexity image denoising based on statistical modeling of wavelet coefficients.
IEEE Signal Process. Lett., 1999

Spatially adaptive statistical modeling of wavelet image coefficients and its application to denoising.
Proceedings of the 1999 IEEE International Conference on Acoustics, 1999

A General Joint Source-Channel Matching Method for Wireless Video Transmission.
Proceedings of the Data Compression Conference, 1999

1998
A Region-Based Representation of Images in MARS.
J. VLSI Signal Process., 1998

An investigation of wavelet-based image coding using an entropy-constrained quantization framework.
IEEE Trans. Signal Process., 1998

Robust image transmission over energy-constrained time-varying channels using multiresolution joint source-channel coding.
IEEE Trans. Signal Process., 1998

Wavelet packet image coding using space-frequency quantization.
IEEE Trans. Image Process., 1998

Rate-distortion methods for image and video compression.
IEEE Signal Process. Mag., 1998

From Rate-distortion Theory To Commercial Image and Video Compression Technology.
IEEE Signal Process. Mag., 1998

A simple algorithm for removing blocking artifacts in block-transform coded images.
IEEE Signal Process. Lett., 1998

Joint source channel coding with hybrid FEC/ARQ for buffer constrained video transmission.
Proceedings of the Second IEEE Workshop on Multimedia Signal Processing, 1998

Implementation of optimized cache replenishment algorithms in a soft caching system.
Proceedings of the Second IEEE Workshop on Multimedia Signal Processing, 1998

Efficient wireless image transmission under a total power constraint.
Proceedings of the Second IEEE Workshop on Multimedia Signal Processing, 1998

An Optimal and Efficient Soft Caching Algorithm for Network Image Retrieval.
Proceedings of the 1998 IEEE International Conference on Image Processing, 1998

Optimal Multiple Description Subband Coding.
Proceedings of the 1998 IEEE International Conference on Image Processing, 1998

Capacity Issues in Digital Image Watermarking.
Proceedings of the 1998 IEEE International Conference on Image Processing, 1998

Adaptive Wavelet Packet Image Coding using an Estimation-Quantization Framework.
Proceedings of the 1998 IEEE International Conference on Image Processing, 1998

Joint Source Channel Matching for a Wireless Image Transmission.
Proceedings of the 1998 IEEE International Conference on Image Processing, 1998

Optimized embedded multicarrier modulation for efficient delivery of layered video data.
Proceedings of the 1998 IEEE International Conference on Communications, 1998

Computationally efficient optimal power allocation algorithm for multicarrier communication systems.
Proceedings of the 1998 IEEE International Conference on Communications, 1998

Joint source channel matching for a wireless communications link.
Proceedings of the 1998 IEEE International Conference on Communications, 1998

Image Transmission Using Arithmetic Coding Based Continuous Error Detection.
Proceedings of the Data Compression Conference, 1998

Joint Source Channel Matching for a Wireless Communications Link.
Proceedings of the Data Compression Conference, 1998

1997
Flexible tree-structured signal expansions using time-varying wavelet packets.
IEEE Trans. Signal Process., 1997

Space-frequency quantization for wavelet image coding.
IEEE Trans. Image Process., 1997

Joint space-frequency segmentation using balanced wavelet packet trees for least-cost image representation.
IEEE Trans. Image Process., 1997

Joint thresholding and quantizer selection for transform image coding: entropy-constrained analysis and applications to baseline JPEG.
IEEE Trans. Image Process., 1997

A successively refinable wavelet-based representation for content-based image retrieval.
Proceedings of the First IEEE Workshop on Multimedia Signal Processing, 1997

Hierarchical Backward Motion Compensation for Wavelet Video Coding Using Optimized Interpolation Filters.
Proceedings of the Proceedings 1997 International Conference on Image Processing, 1997

A Binary Markov Model for the Quantized Wavelet Coefficients of Images and Its Rate/Distortion Optimization.
Proceedings of the Proceedings 1997 International Conference on Image Processing, 1997

Optimal Segmentation of a VBR Source for its Parallel Transmission over Multiple ATM Connections.
Proceedings of the Proceedings 1997 International Conference on Image Processing, 1997

Efficient layered video delivery over multicarrier systems using optimized embedded modulation.
Proceedings of the Proceedings 1997 International Conference on Image Processing, 1997

Efficient Terrain Data Representation for 3D Rendering Using the Generalized BFOS Algorithm.
Proceedings of the Proceedings 1997 International Conference on Image Processing, 1997

A Hybrid Compressed-Uncompressed Framework for Wireless Image Transmission.
Proceedings of the Proceedings 1997 International Conference on Image Processing, 1997

Spread spectrum interference suppression using adaptive time-frequency tilings.
Proceedings of the 1997 IEEE International Conference on Acoustics, 1997

Image Coding Based on Mixture Modeling of Wavelet Coefficients and a Fast Estimation-Quantization Framework.
Proceedings of the 7th Data Compression Conference (DCC '97), 1997

Wavelet-based approach to inverse halftoning.
Proceedings of the Color Imaging: Device-Independent Color, 1997

1996
Optimal supports for linear predictive models.
IEEE Trans. Signal Process., 1996

Adaptive transforms for image coding using spatially varying wavelet packets.
IEEE Trans. Image Process., 1996

Wavelets, subband coding, and best bases.
Proc. IEEE, 1996

A low-complexity region-based video compression framework using morphology.
Proceedings of the Proceedings 1996 International Conference on Image Processing, 1996

Transform image coding based on joint adaptation of filter banks and tree structures.
Proceedings of the Proceedings 1996 International Conference on Image Processing, 1996

A novel hybrid technique for discrete rate-distortion optimization with applications to fast codebook search for SVQ.
Proceedings of the 1996 IEEE International Conference on Acoustics, 1996

Multiresolution joint source-channel coding using embedded constellations for power-constrained time-varying channels.
Proceedings of the 1996 IEEE International Conference on Acoustics, 1996

Multimedia Analysis and Retrieval System (MARS) Project.
Proceedings of the Data Processing Clinic: Digital Image Access & Retrieval, 1996

Morphological Motion Field Representation for Region-Based Image Sequence Coding.
Proceedings of the 6th Data Compression Conference (DCC '96), Snowbird, Utah, USA, March 31, 1996

1995
Space-frequency quantization for a space-varying wavelet packet image coder.
Proceedings of the Proceedings 1995 International Conference on Image Processing, 1995

Wavelet based image coding via morphological prediction of significance.
Proceedings of the Proceedings 1995 International Conference on Image Processing, 1995

Nonlinear constrained least squares estimation to reduce artifacts in block transform-coded images.
Proceedings of the Proceedings 1995 International Conference on Image Processing, 1995

Morphological representation of wavelet data for image coding.
Proceedings of the 1995 International Conference on Acoustics, 1995

An efficient algorithm to find a jointly optimal time-frequency segmentation using time-varying filter banks.
Proceedings of the 1995 International Conference on Acoustics, 1995

Joint thresholding and quantizer selection for decoder-compatible baseline JPEG.
Proceedings of the 1995 International Conference on Acoustics, 1995

JPEG Optimization Entropy-Constrained Quantization Framework.
Proceedings of the IEEE Data Compression Conference, 1995

1994
Rate-distortion optimal fast thresholding with complete JPEG/MPEG decoder compatibility.
IEEE Trans. Image Process., 1994

Bit allocation for dependent quantization with applications to multiresolution and MPEG video coders.
IEEE Trans. Image Process., 1994

Optimal trellis-based buffered compression and fast approximations.
IEEE Trans. Image Process., 1994

Wavelet Packets-Based Image Coding Using Joint Space-frequency Quantization.
Proceedings of the Proceedings 1994 International Conference on Image Processing, 1994

Optimal Supports for Linear Predictive Models.
Proceedings of the Proceedings 1994 International Conference on Image Processing, 1994

Syntax-Constrained Encoder Optimization Using Adaptive Quantization Thresholding for JPEG/MPEG Coders.
Proceedings of the IEEE Data Compression Conference, 1994

1993
Tilings of the time-frequency plane: construction of arbitrary orthogonal bases and fast tiling algorithms.
IEEE Trans. Signal Process., 1993

Best wavelet packet bases in a rate-distortion sense.
IEEE Trans. Image Process., 1993

Multiresolution Broadcast for Digital HDTV Using Joint Source/Channel Coding.
IEEE J. Sel. Areas Commun., 1993

Bit allocation for dependent quantization with applications to MPEG video coders.
Proceedings of the IEEE International Conference on Acoustics, 1993

Time-varying orthonormal tilings of the time-frequency plane.
Proceedings of the IEEE International Conference on Acoustics, 1993

1992
Combined multiresolution source coding and modulation for digital broadcast of HDTV.
Signal Process. Image Commun., 1992


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