Dror Baron

Hrushikesh Pramod Patil

Huiyang Zhou

CoRR, 2024

2023

Rigorous State Evolution Analysis for Approximate Message Passing With Side Information.

[BibT_eX]

[DOI]

Hangjin Liu

Prasanth Prabu Ravichandiran

IEEE Trans. Inf. Theory, June, 2023

Group Testing With Side Information via Generalized Approximate Message Passing.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2023

Gradient Obfuscation Gives a False Sense of Security in Federated Learning.

[BibT_eX]

[DOI]

Proceedings of the 32nd USENIX Security Symposium, 2023

Thermal Estimation for 3D-ICs Through Generative Networks.

[BibT_eX]

[DOI]

Priyank Kashyap

Proceedings of the IEEE International 3D Systems Integration Conference, 2023

2022

RxGAN: Modeling High-Speed Receiver through Generative Adversarial Networks.

[BibT_eX]

[DOI]

Proceedings of the 2022 ACM/IEEE Workshop on Machine Learning for CAD, 2022

Neural Tangent Kernel Empowered Federated Learning.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2022

Mismatched Estimation in the Distance Geometry Problem.

[BibT_eX]

[DOI]

Mahmoud Abdelkhalek

Chau-Wai Wong

Proceedings of the 56th Asilomar Conference on Signals, Systems, and Computers, ACSSC 2022, Pacific Grove, CA, USA, October 31, 2022

2021

Contact Tracing Information Improves the Performance of Group Testing Algorithms.

[BibT_eX]

[DOI]

CoRR, 2021

Local Convergence of an AMP Variant to the LASSO Solution in Finite Dimensions.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2021

Contact Tracing Enhances the Efficiency of Covid-19 Group Testing.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2021

2020

Noisy Pooled PCR for Virus Testing.

[BibT_eX]

[DOI]

Kristina Rivera

CoRR, 2020

mmWave Channel Estimation via Approximate Message Passing with Side Information.

[BibT_eX]

[DOI]

Yavuz Yapici

Proceedings of the 21st IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2020

2019

An Approximate Message Passing Framework for Side Information.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2019

Analysis of Approximate Message Passing With Non-Separable Denoisers and Markov Random Field Priors.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2019

Bayesian Nonlinear Function Estimation with Approximate Message Passing.

[BibT_eX]

[DOI]

CoRR, 2019

An Analysis of State Evolution for Approximate Message Passing with Side Information.

[BibT_eX]

[DOI]

Hangjin Liu

Proceedings of the IEEE International Symposium on Information Theory, 2019

Channel Estimation in mmWave Hybrid MIMO System via Off-Grid Dirichlet Kernels.

[BibT_eX]

[DOI]

Chethan Kumar Anjinappa

Proceedings of the 2019 IEEE Global Communications Conference, 2019

Nonlinear Function Estimation with Empirical Bayes and Approximate Message Passing.

[BibT_eX]

[DOI]

Proceedings of the 57th Annual Allerton Conference on Communication, 2019

2018

Performance Limits With Additive Error Metrics in Noisy Multimeasurement Vector Problems.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2018

Performance Limits with Additive Error Metrics in Noisy Multi-Measurement Vector Problem.

[BibT_eX]

[DOI]

CoRR, 2018

2017

Performance Limits for Noisy Multimeasurement Vector Problems.

[BibT_eX]

[DOI]

Florent Krzakala

IEEE Trans. Signal Process., 2017

Analysis of approximate message passing with a class of non-separable denoisers.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Symposium on Information Theory, 2017

Multiprocessor approximate message passing with column-wise partitioning.

[BibT_eX]

[DOI]

Yue M. Lu

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

An overview of multi-processor approximate message passing.

[BibT_eX]

[DOI]

Ryan Pilgrim

Proceedings of the 51st Annual Conference on Information Sciences and Systems, 2017

Generalized geometric programming for rate allocation in consensus.

[BibT_eX]

[DOI]

Proceedings of the 55th Annual Allerton Conference on Communication, 2017

Conditional approximate message passing with side information.

[BibT_eX]

[DOI]

Proceedings of the 51st Asilomar Conference on Signals, Systems, and Computers, 2017

2016

Approximate Message Passing Algorithm With Universal Denoising and Gaussian Mixture Learning.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2016

Compressive Hyperspectral Imaging via Approximate Message Passing.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Signal Process., 2016

Performance Limits for Noisy Multi-Measurement Vector Problems.

[BibT_eX]

[DOI]

Florent Krzakala

CoRR, 2016

Multi-Processor Approximate Message Passing with Lossy Compression.

[BibT_eX]

[DOI]

CoRR, 2016

Performance trade-offs in multi-processor approximate message passing.

[BibT_eX]

[DOI]

Ahmad Beirami

Proceedings of the IEEE International Symposium on Information Theory, 2016

Multi-processor approximate message passing using lossy compression.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

2015

Recovery From Linear Measurements With Complexity-Matching Universal Signal Estimation.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2015

Compressive Imaging via Approximate Message Passing With Image Denoising.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2015

Creating Analytic Online Homework for Digital Signal Processing [sp Education].

[BibT_eX]

[DOI]

H. Joel Trussell

IEEE Signal Process. Mag., 2015

A Universal Parallel Two-Pass MDL Context Tree Compression Algorithm.

[BibT_eX]

[DOI]

Nikhil Krishnan

IEEE J. Sel. Top. Signal Process., 2015

Approximate Message Passing with Universal Denoising.

[BibT_eX]

[DOI]

CoRR, 2015

Mismatched estimation in large linear systems.

[BibT_eX]

[DOI]

Ahmad Beirami

Proceedings of the IEEE International Symposium on Information Theory, 2015

Approximate message passing in coded aperture snapshot spectral imaging.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE Global Conference on Signal and Information Processing, 2015

2014

Two-Part Reconstruction With Noisy-Sudocodes.

[BibT_eX]

[DOI]

Deanna Needell

IEEE Trans. Signal Process., 2014

Signal Estimation With Additive Error Metrics in Compressed Sensing.

[BibT_eX]

[DOI]

Danielle Carmon

IEEE Trans. Inf. Theory, 2014

Wiener Filters in Gaussian Mixture Signal Estimation With \(\ell _\infty \) -Norm Error.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2014

Wiener Filters in Gaussian Mixture Signal Estimation with Infinity-Norm Error.

[BibT_eX]

[DOI]

CoRR, 2014

Compressed Sensing via Universal Denoising and Approximate Message Passing.

[BibT_eX]

[DOI]

CoRR, 2014

Empirical Bayes and Full Bayes for Signal Estimation.

[BibT_eX]

[DOI]

CoRR, 2014

Complexity-adaptive universal signal estimation for compressed sensing.

[BibT_eX]

[DOI]

Proceedings of the IEEE Workshop on Statistical Signal Processing, 2014

A parallel two-pass MDL context tree algorithm for universal source coding.

[BibT_eX]

[DOI]

Nikhil Krishnan

Mehmet Kivanç Mihçak

Proceedings of the 2014 IEEE International Symposium on Information Theory, Honolulu, HI, USA, June 29, 2014

Compressive imaging via approximate message passing with wavelet-based image denoising.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE Global Conference on Signal and Information Processing, 2014

Performance of parallel two-pass MDL context tree algorithm.

[BibT_eX]

[DOI]

Nikhil Krishnan

Proceedings of the 2014 IEEE Global Conference on Signal and Information Processing, 2014

Signal estimation with low infinity-norm error by minimizing the mean p-norm error.

[BibT_eX]

[DOI]

Proceedings of the 48th Annual Conference on Information Sciences and Systems, 2014

2013

Measurement Bounds for Sparse Signal Ensembles via Graphical Models.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2013

Mixture Gaussian Signal Estimation with L_infty Error Metric

[BibT_eX]

[DOI]

CoRR, 2013

Signal reconstruction in linear mixing systems with different error metrics.

[BibT_eX]

[DOI]

Proceedings of the 2013 Information Theory and Applications Workshop, 2013

Two-part reconstruction in compressed sensing.

[BibT_eX]

[DOI]

Deanna Needell

Proceedings of the IEEE Global Conference on Signal and Information Processing, 2013

Performance regions in compressed sensing from noisy measurements.

[BibT_eX]

[DOI]

Proceedings of the 47th Annual Conference on Information Sciences and Systems, 2013

2012

An MCMC Approach to Universal Lossy Compression of Analog Sources.

[BibT_eX]

[DOI]

Tsachy Weissman

IEEE Trans. Signal Process., 2012

Variable Length Compression of Codeword Indices for Lossy Compression.

[BibT_eX]

[DOI]

Theju Jacob

IEEE Signal Process. Lett., 2012

Signal Estimation with Arbitrary Error Metrics in Compressed Sensing

[BibT_eX]

[DOI]

Danielle Carmon

CoRR, 2012

Signal Recovery in Compressed Sensing via Universal Priors

[BibT_eX]

[DOI]

CoRR, 2012

Optimal estimation with arbitrary error metrics in compressed sensing.

[BibT_eX]

[DOI]

Danielle Carmon

Proceedings of the IEEE Statistical Signal Processing Workshop, 2012

2011

Fault Identification Via Nonparametric Belief Propagation.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2011

Information Complexity and Estimation

[BibT_eX]

[DOI]

CoRR, 2011

Belief propagation for joint sparse recovery

[BibT_eX]

[DOI]

CoRR, 2011

Bounds on the Reconstruction of Sparse Signal Ensembles from Distributed Measurements

[BibT_eX]

[DOI]

CoRR, 2011

Universal MAP estimation in compressed sensing.

[BibT_eX]

[DOI]

Proceedings of the 49th Annual Allerton Conference on Communication, 2011

2010

Bayesian compressive sensing via belief propagation.

[BibT_eX]

[DOI]

Shriram Sarvotham

IEEE Trans. Signal Process., 2010

An MCMC Approach to Lossy Compression of Continuous Sources.

[BibT_eX]

[DOI]

Tsachy Weissman

Proceedings of the 2010 Data Compression Conference (DCC 2010), 2010

2009

Representation and Compression of Multidimensional Piecewise Functions Using Surflets.

[BibT_eX]

[DOI]

Venkat Chandrasekaran

Michael B. Wakin

IEEE Trans. Inf. Theory, 2009

Distributed Fault Identification via Non-parametric Belief Propagation

[BibT_eX]

[DOI]

CoRR, 2009

Distributed Compressive Sensing

[BibT_eX]

[DOI]

CoRR, 2009

A single-letter characterization of optimal noisy compressed sensing.

[BibT_eX]

[DOI]

Dongning Guo

Shlomo Shamai

Proceedings of the 47th Annual Allerton Conference on Communication, 2009

2008

The secrecy of compressed sensing measurements.

[BibT_eX]

[DOI]

Yaron Rachlin

Proceedings of the 46th Annual Allerton Conference on Communication, 2008

2006

Faster sequential universal coding via block partitioning.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2006

Sudocodes ߝ Fast Measurement and Reconstruction of Sparse Signals.

[BibT_eX]

[DOI]

Shriram Sarvotham

Proceedings of the Proceedings 2006 IEEE International Symposium on Information Theory, 2006

Universal distributed sensing via random projections.

[BibT_eX]

[DOI]

Proceedings of the Fifth International Conference on Information Processing in Sensor Networks, 2006

An Architecture for Compressive Imaging.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Image Processing, 2006

Random Filters for Compressive Sampling and Reconstruction.

[BibT_eX]

[DOI]

Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

Coding vs. Packet Retransmission over Noisy Channels.

[BibT_eX]

[DOI]

Shriram Sarvotham

Proceedings of the 40th Annual Conference on Information Sciences and Systems, 2006

A new compressive imaging camera architecture using optical-domain compression.

[BibT_eX]

[DOI]

Proceedings of the Computational Imaging IV, San Jose, 2006

2005

Antisequential Suffix Sorting for BWT-Based Data Compression.

[BibT_eX]

[DOI]

Yoram Bresler

IEEE Trans. Computers, 2005

Recovery of Jointly Sparse Signals from Few Random Projections.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 18 [Neural Information Processing Systems, 2005

2004

An O(N) semipredictive universal encoder via the BWT.

[BibT_eX]

[DOI]

Yoram Bresler

IEEE Trans. Inf. Theory, 2004

Surflets: a sparse representation for multidimensional functions containing smooth discontinuities.

[BibT_eX]

[DOI]

Venkat Chandrasekaran

Michael B. Wakin

Proceedings of the 2004 IEEE International Symposium on Information Theory, 2004

2003

Fast Parallel Algorithms for Universal Lossless Source Coding

[BibT_eX]

[DOI]

PhD thesis, 2003

2002

Multiple Working Points in Multichannel ALOHA with Deadlines.

[BibT_eX]

[DOI]

Yitzhak Birk

Wirel. Networks, 2002

Coding schemes for multislot messages in multichannel ALOHA with deadlines.

[BibT_eX]

[DOI]

Yitzhak Birk

IEEE Trans. Wirel. Commun., 2002

2001

On the cost of worst case coding length constraints.

[BibT_eX]

[DOI]