Sanjeev R. Kulkarni

CoRR, 2023

Byzantine-Robust Clustered Federated Learning.

[BibT_eX]

[DOI]

Zhixu Tao

Kun Yang

CoRR, 2023

Greedy Centroid Initialization for Federated K-means.

[BibT_eX]

[DOI]

Kun Yang

Proceedings of the 57th Annual Conference on Information Sciences and Systems, 2023

2022

Convergence of Federated Learning Over a Noisy Downlink.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2022

2021

Convergence of Update Aware Device Scheduling for Federated Learning at the Wireless Edge.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2021

Blind Federated Edge Learning.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2021

Federated Learning with Downlink Device Selection.

[BibT_eX]

[DOI]

Proceedings of the 22nd IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2021

Enabling Efficient Cyber Threat Hunting With Cyber Threat Intelligence.

[BibT_eX]

[DOI]

Proceedings of the 37th IEEE International Conference on Data Engineering, 2021

A System for Efficiently Hunting for Cyber Threats in Computer Systems Using Threat Intelligence.

[BibT_eX]

[DOI]

Proceedings of the 37th IEEE International Conference on Data Engineering, 2021

2020

Generalized Nonbacktracking Bounds on the Influence.

[BibT_eX]

[DOI]

Emmanuel Abbe

Eun Jee Lee

J. Mach. Learn. Res., 2020

Federated Learning With Quantized Global Model Updates.

[BibT_eX]

[DOI]

CoRR, 2020

Update Aware Device Scheduling for Federated Learning at the Wireless Edge.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2020

Querying Streaming System Monitoring Data for Enterprise System Anomaly Detection.

[BibT_eX]

[DOI]

Proceedings of the 36th IEEE International Conference on Data Engineering, 2020

2019

A Query System for Efficiently Investigating Complex Attack Behaviors for Enterprise Security.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2019

A Stream-based Query System for Efficiently Detecting Abnormal System Behaviors for Enterprise Security.

[BibT_eX]

[DOI]

CoRR, 2019

2018

A Query Tool for Efficiently Investigating Risky Software Behaviors.

[BibT_eX]

[DOI]

CoRR, 2018

AIQL: Enabling Efficient Attack Investigation from System Monitoring Data.

[BibT_eX]

[DOI]

CoRR, 2018

SAQL: A Stream-based Query System for Real-Time Abnormal System Behavior Detection.

[BibT_eX]

[DOI]

Proceedings of the 27th USENIX Security Symposium, 2018

AIQL: Enabling Efficient Attack Investigation from System Monitoring Data.

[BibT_eX]

[DOI]

Proceedings of the 2018 USENIX Annual Technical Conference, 2018

SYBILFUSE: Combining Local Attributes with Global Structure to Perform Robust Sybil Detection.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Conference on Communications and Network Security, 2018

2017

Nonbacktracking Bounds on the Influence in Independent Cascade Models.

[BibT_eX]

[DOI]

Emmanuel Abbe

Eun Jee Lee

Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

2016

Machine Learning Methods for Attack Detection in the Smart Grid.

[BibT_eX]

[DOI]

Fatos Tünay Yarman Vural

IEEE Trans. Neural Networks Learn. Syst., 2016

Spectral bounds for independent cascade model with sensitive edges.

[BibT_eX]

[DOI]

Proceedings of the 2016 Annual Conference on Information Science and Systems, 2016

Energy efficiency of wireless cooperation.

[BibT_eX]

[DOI]

Proceedings of the 54th Annual Allerton Conference on Communication, 2016

2015

An Upper Bound on the Convergence Time for Quantized Consensus of Arbitrary Static Graphs.

[BibT_eX]

[DOI]

IEEE Trans. Autom. Control., 2015

TurkerGaze: Crowdsourcing Saliency with Webcam based Eye Tracking.

[BibT_eX]

[DOI]

CoRR, 2015

SybilFrame: A Defense-in-Depth Framework for Structure-Based Sybil Detection.

[BibT_eX]

[DOI]

CoRR, 2015

2014

Convergence and Consistency of Regularized Boosting With Weakly Dependent Observations.

[BibT_eX]

[DOI]

Robert E. Schapire

IEEE Trans. Inf. Theory, 2014

Cooperative Caching based on File Popularity Ranking in Delay Tolerant Networks.

[BibT_eX]

[DOI]

CoRR, 2014

Beyond personalization and anonymity: towards a group-based recommender system.

[BibT_eX]

[DOI]

Proceedings of the Symposium on Applied Computing, 2014

Enabling an augmented reality ecosystem: a content-oriented survey.

[BibT_eX]

[DOI]

Proceedings of the 2014 Workshop on Mobile Augmented Reality and Robotic Technology-Based Systems, 2014

Detection of shilling attacks in recommender systems via spectral clustering.

[BibT_eX]

[DOI]

Zhuo Zhang

Proceedings of the 17th International Conference on Information Fusion, 2014

The application of differential privacy for rank aggregation: Privacy and accuracy.

[BibT_eX]

[DOI]

Proceedings of the 17th International Conference on Information Fusion, 2014

2013

Multiagent Reinforcement Learning Based Spectrum Sensing Policies for Cognitive Radio Networks.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Signal Process., 2013

Sparse Attack Construction and State Estimation in the Smart Grid: Centralized and Distributed Models.

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Commun., 2013

Dimension expansion and customized spring potentials for sensor localization.

[BibT_eX]

[DOI]

Jieqi Yu

EURASIP J. Adv. Signal Process., 2013

Privacy Preserving Recommendation System Based on Groups

[BibT_eX]

[DOI]

CoRR, 2013

A sequential predictor retraining algorithm and its application to market prediction.

[BibT_eX]

[DOI]

Ann. Oper. Res., 2013

Improving augmented reality using recommender systems.

[BibT_eX]

[DOI]

Proceedings of the Seventh ACM Conference on Recommender Systems, 2013

Graph-based detection of shilling attacks in recommender systems.

[BibT_eX]

[DOI]

Zhuo Zhang

Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2013

An upper bound on the convergence time for quantized consensus.

[BibT_eX]

[DOI]

Proceedings of the IEEE INFOCOM 2013, Turin, Italy, April 14-19, 2013, 2013

Fusion of image segmentation algorithms using consensus clustering.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Image Processing, 2013

Measurement and understanding of cyberlocker URL-sharing sites: focus on movie files.

[BibT_eX]

[DOI]

Proceedings of the Advances in Social Networks Analysis and Mining 2013, 2013

2012

Incremental Reformulated Automatic Relevance Determination.

[BibT_eX]

[DOI]

Dmitriy Shutin

IEEE Trans. Signal Process., 2012

Energy-Distortion Tradeoffs in Gaussian Joint Source-Channel Coding Problems.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2012

Robust ellipse and spheroid fitting.

[BibT_eX]

[DOI]

Jieqi Yu

Pattern Recognit. Lett., 2012

Regularized Variational Bayesian Learning of Echo State Networks with Delay&Sum Readout.

[BibT_eX]

[DOI]

Neural Comput., 2012

Introduction to the Issue on Signal Processing Methods in Finance and Electronic Trading.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Signal Process., 2012

A Random Walk Based Model Incorporating Social Information for Recommendations

[BibT_eX]

[DOI]

CoRR, 2012

Smarter security in the smart grid.

[BibT_eX]

[DOI]

Proceedings of the IEEE Third International Conference on Smart Grid Communications, 2012

Distributed models for sparse attack construction and state vector estimation in the smart grid.

[BibT_eX]

[DOI]

Proceedings of the IEEE Third International Conference on Smart Grid Communications, 2012

Iterative collaborative filtering for recommender systems with sparse data.

[BibT_eX]

[DOI]

Zhuo Zhang

Paul Cuff

Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2012

A randomwalk based model incorporating social information for recommendations.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2012

An upper bound on the convergence time for distributed binary consensus.

[BibT_eX]

[DOI]

Proceedings of the 15th International Conference on Information Fusion, 2012

Condorcet voting methods avoid the paradoxes of voting theory.

[BibT_eX]

[DOI]

Proceedings of the 50th Annual Allerton Conference on Communication, 2012

2011

Attribute-Distributed Learning: Models, Limits, and Algorithms.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2011

Fast Variational Sparse Bayesian Learning With Automatic Relevance Determination for Superimposed Signals.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2011

Probability Estimation in the Rare-Events Regime.

[BibT_eX]

[DOI]

Aaron B. Wagner

IEEE Trans. Inf. Theory, 2011

Energy Efficiency of Decode-and-Forward for Wideband Wireless Multicasting.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2011

Multicasting in Large Wireless Networks: Bounds on the Minimum Energy Per Bit.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2011

Improving the Visibility of Financial Applications Among Signal Processing Researchers[From the Guest Editors].

[BibT_eX]

[DOI]

IEEE Signal Process. Mag., 2011

Aggregating Large Sets of Probabilistic Forecasts by Weighted Coherent Adjustment.

[BibT_eX]

[DOI]

Decis. Anal., 2011

Wisdom of the Crowd: Incorporating Social Influence in Recommendation Models.

[BibT_eX]

[DOI]

Proceedings of the 17th IEEE International Conference on Parallel and Distributed Systems, 2011

On optimal precoding in wireless multicast systems.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2011

Fast adaptive variational sparse Bayesian learning with automatic relevance determination.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2011

Mutual information scheduling for ranking.

[BibT_eX]

[DOI]

Proceedings of the 14th International Conference on Information Fusion, 2011

Consensus clustering: The Filtered Stochastic Best-One-Element-Move Algorithm.

[BibT_eX]

[DOI]

Proceedings of the 45st Annual Conference on Information Sciences and Systems, 2011

Improving aggregated forecasts of probability.

[BibT_eX]

[DOI]

Proceedings of the 45st Annual Conference on Information Sciences and Systems, 2011

A distributed spring model algorithm for sensor localization using dimension expansion and hyperbolic tangential force.

[BibT_eX]

[DOI]

Jieqi Yu

Proceedings of the 4th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2011

Stationary point variational Bayesian attribute-distributed sparse learning with ℓ1 sparsity constraints.

[BibT_eX]

[DOI]

Dmitriy Shutin

Proceedings of the 4th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2011

Exploiting spatial diversity in multiagent reinforcement learning based spectrum sensing.

[BibT_eX]

[DOI]

Proceedings of the 4th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2011

2010

Robust and Low Complexity Distributed Kernel Least Squares Learning in Sensor Networks.

[BibT_eX]

[DOI]

Fernando Pérez-Cruz

IEEE Signal Process. Lett., 2010

Two-Stage Outlier Elimination for Robust Curve and Surface Fitting.

[BibT_eX]

[DOI]

EURASIP J. Adv. Signal Process., 2010

Energy-distortion tradeoff with multiple sources and feedback.

[BibT_eX]

[DOI]

Proceedings of the Information Theory and Applications Workshop, 2010

Minimum Energy per Bit for Wideband Wireless Multicasting: Performance of Decode-and-Forward.

[BibT_eX]

[DOI]

Proceedings of the INFOCOM 2010. 29th IEEE International Conference on Computer Communications, 2010

Agent selection for regression on attribute distributed data.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2010

Energy efficient lossy transmission over sensor networks with feedback.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2010

Space-alternating attribute-distributed sparse learning.

[BibT_eX]

[DOI]

Proceedings of the 2nd International Workshop on Cognitive Information Processing, 2010

Attribute-distributed learning: The iterative covariance optimization algorithm and its applications.

[BibT_eX]

[DOI]

Proceedings of the American Control Conference, 2010

2009

Can multiple subchannels improve the delay performance of RTS/CTS-based MAC schemes?

[BibT_eX]

[DOI]

Jing Deng

Yunghsiang S. Han

IEEE Trans. Wirel. Commun., 2009

Divergence estimation for multidimensional densities via k-nearest-neighbor distances.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2009

Finding all small error-prone substructures in LDPC codes.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2009

Probabilistic coherence and proper scoring rules.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2009

A Collaborative Training Algorithm for Distributed Learning.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2009

Universal Estimation of Information Measures for Analog Sources.

[BibT_eX]

[DOI]

Found. Trends Commun. Inf. Theory, 2009

Collaborative Training in Sensor Networks: A graphical model approach

[BibT_eX]

[DOI]

CoRR, 2009

Distributed least square for consensus building in sensor networks.

[BibT_eX]

[DOI]

Fernando Pérez-Cruz

Proceedings of the IEEE International Symposium on Information Theory, 2009

Multicasting in large random wireless networks: Bounds on the minimum energy per bit.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2009

Cooperative training for attribute-distributed data: Trade-off between data transmission and performance.

[BibT_eX]

[DOI]

Proceedings of the 12th International Conference on Information Fusion, 2009

Aggregating disparate judgments using a coherence penalty.

[BibT_eX]

[DOI]

Guanchun Wang

Proceedings of the 43rd Annual Conference on Information Sciences and Systems, 2009

Minimum energy per bit for Gaussian broadcast channels with common message and cooperating receivers.

[BibT_eX]

[DOI]

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

2008

Zero-error target tracking with limited communication.

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Commun., 2008

Aggregating Probabilistic Forecasts from Incoherent and Abstaining Experts.

[BibT_eX]

[DOI]

Decis. Anal., 2008

Dimensionally distributed learning models and algorithm.

[BibT_eX]

[DOI]

Proceedings of the 11th International Conference on Information Fusion, 2008

2007

Throughput scaling in wireless networks with restricted mobility.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2007

Finite-Dimensional Bounds on BBZ<sub>m</sub> and Binary LDPC Codes With Belief Propagation Decoders.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2007

Regression estimation from an individual stable sequence.

[BibT_eX]

[DOI]

Gusztáv Morvai

Andrew B. Nobel

CoRR, 2007

A Better Good-Turing Estimator for Sequence Probabilities.

[BibT_eX]

[DOI]

Aaron B. Wagner

Proceedings of the IEEE International Symposium on Information Theory, 2007

2006

Consistency in models for distributed learning under communication constraints.

[BibT_eX]

[DOI]

Harold Vincent Poor

IEEE Trans. Inf. Theory, 2006

An Algorithm for Universal Lossless Compression With Side Information.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2006

Universal Divergence Estimation for Finite-Alphabet Sources.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2006

Distributed learning in wireless sensor networks.

[BibT_eX]

[DOI]

IEEE Signal Process. Mag., 2006

Relative Frequencies of Generalized Simulated Annealing.

[BibT_eX]

[DOI]

Jan Hannig

Math. Oper. Res., 2006

Finite-Dimensional Bounds on Zm and Binary LDPC Codes with Belief Propagation Decoders

[BibT_eX]

[DOI]

CoRR, 2006

Exhausting Error-Prone Patterns in LDPC Codes

[BibT_eX]

[DOI]

CoRR, 2006

Distributed Kernel Regression: An Algorithm for Training Collaboratively.

[BibT_eX]

[DOI]

Proceedings of the 2006 IEEE Information Theory Workshop, 2006

A Nearest-Neighbor Approach to Estimating Divergence between Continuous Random Vectors.

[BibT_eX]

[DOI]

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

Upper Bounding the Performance of Arbitrary Finite LDPC Codes on Binary Erasure Channels.

[BibT_eX]

[DOI]

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

Strong Consistency of the Good-Turing Estimator.

[BibT_eX]

[DOI]

Aaron B. Wagner

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

Convergence and Consistency of Recursive Boosting.

[BibT_eX]

[DOI]

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

Scalable Algorithms for Aggregating Disparate Forecasts of Probability.

[BibT_eX]

[DOI]

Proceedings of the 9th International Conference on Information Fusion, 2006

Distributed estimation with dependent observations in wireless sensor networks.

[BibT_eX]

[DOI]

Sung-Hyun Son

Stuart C. Schwartz

Proceedings of the 14th European Signal Processing Conference, 2006

2005

Divergence Estimation of Continuous Distributions Based on Data-Dependent Partitions.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2005

Density evolution for asymmetric memoryless channels.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2005

Bandit problems with side observations.

[BibT_eX]

[DOI]

IEEE Trans. Autom. Control., 2005

Distributed Regression in Sensor Networks: Training Distributively with Alternating Projections

[BibT_eX]

[DOI]

CoRR, 2005

On the Typicality of the Linear Code Among the LDPC Coset Code Ensemble

[BibT_eX]

[DOI]

CoRR, 2005

Arbitrary side observations in bandit problems.

[BibT_eX]

[DOI]

Adv. Appl. Math., 2005

Convergence and Consistency of Regularized Boosting Algorithms with Stationary B-Mixing Observations.

[BibT_eX]

[DOI]

Robert E. Schapire

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

Universal estimation of divergence for continuous distributions via data-dependent partitions.

[BibT_eX]

[DOI]

Proceedings of the 2005 IEEE International Symposium on Information Theory, 2005

Broadcast-relay channel: capacity region bounds.

[BibT_eX]

[DOI]

Proceedings of the 2005 IEEE International Symposium on Information Theory, 2005

A wireless network can achieve maximum throughput without each node meeting all others.

[BibT_eX]

[DOI]

Proceedings of the 2005 IEEE International Symposium on Information Theory, 2005

A universal lossless compressor with side information based on context tree weighting.

[BibT_eX]

[DOI]

Proceedings of the 2005 IEEE International Symposium on Information Theory, 2005

Communication-estimation tradeoffs in wireless sensor networks.

[BibT_eX]

[DOI]

Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

Relative Frequencies of Non-homogeneous Markov Chains in Simulated Annealing and Related Algorithms.

[BibT_eX]

[DOI]

Jan Hannig

Proceedings of the 44th IEEE IEEE Conference on Decision and Control and 8th European Control Conference Control, 2005

2004

Degraded Gaussian multirelay channel: capacity and optimal power allocation.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2004

A Deterministic Approach to Throughput Scaling in Wireless Networks.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2004

Upper bounds to transport capacity of wireless networks.

[BibT_eX]

[DOI]

Aleksandar Jovicic

IEEE Trans. Inf. Theory, 2004

Universal entropy estimation via block sorting.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2004

Scaling laws in random heterogeneous networks.

[BibT_eX]

[DOI]

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

Consistency in a model for distributed learning with specialists.

[BibT_eX]

[DOI]

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

Consistency in Models for Communication Constrained Distributed Learning.

[BibT_eX]

[DOI]

Harold Vincent Poor

Proceedings of the Learning Theory, 17th Annual Conference on Learning Theory, 2004

2003

Efficiently synthesizing virtual video.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2003

A "Small World" Approach to Heterogeneous Networks.

[BibT_eX]

[DOI]

Commun. Inf. Syst., 2003

2002

Principal curves with bounded turn.

[BibT_eX]

[DOI]

Sathyakama Sandilya

IEEE Trans. Inf. Theory, 2002

Data-dependent k<sub>n</sub>-NN and kernel estimators consistent for arbitrary processes.

[BibT_eX]

[DOI]

Sathyakama Sandilya

IEEE Trans. Inf. Theory, 2002

Universal lossless source coding with the Burrows Wheeler Transform.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2002

2001

Universal variable-to-fixed length source codes.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2001

Nonparametric control algorithms for nonlinear fading memory systems.

[BibT_eX]

[DOI]

Sathyakama Sandilya

IEEE Trans. Autom. Control., 2001

Estimating Correspondence in Digital Video.

[BibT_eX]

[DOI]

Proceedings of the 2001 International Symposium on Information Technology (ITCC 2001), 2001

Using view interpolation for low bit rate video.

[BibT_eX]

[DOI]

Proceedings of the 2001 International Conference on Image Processing, 2001

2000

Separation of random number generation and resolvability.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2000

Universal coding of nonstationary sources.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2000

Rapid estimation of camera motion from compressed video with application to video annotation.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2000

Some contributions to fixed-distribution learning theory.

[BibT_eX]

[DOI]

M. Vidyasagar

IEEE Trans. Autom. Control., 2000

Finite-time lower bounds for the two-armed bandit problem.

[BibT_eX]

[DOI]

Gábor Lugosi

IEEE Trans. Autom. Control., 2000

Learning Changing Concepts by Exploiting the Structure of Change.

[BibT_eX]

[DOI]

Peter L. Bartlett

Shai Ben-David

Mach. Learn., 2000

Recursive Propagation of Correspondences with Applications to the Creation of Virtual Video.

[BibT_eX]

[DOI]

Proceedings of the 2000 International Conference on Image Processing, 2000

1999

Noise Conditions for Prespecified Convergence Rates of Stochastic Approximation Algorithms.

[BibT_eX]

[DOI]

I-Jeng Wang

IEEE Trans. Inf. Theory, 1999

Nonparametric output prediction for nonlinear fading memory systems.

[BibT_eX]

[DOI]

IEEE Trans. Autom. Control., 1999

A Framework for Measuring Video Similarity and Its Application to Video Query by Example.

[BibT_eX]

[DOI]

Yap-Peng Tan

Proceedings of the 1999 International Conference on Image Processing, 1999

1998

Source Codes as Random Number Generators.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 1998

Density Estimation from an Individual Numerical Sequence.

[BibT_eX]

[DOI]

Andrew B. Nobel

Gusztáv Morvai

IEEE Trans. Inf. Theory, 1998

Learning Pattern Classification - A Survey.

[BibT_eX]

[DOI]

Gábor Lugosi

Santosh S. Venkatesh

IEEE Trans. Inf. Theory, 1998

Controller switching based on output prediction errors.

[BibT_eX]

[DOI]

Judith Hocherman-Frommer

IEEE Trans. Autom. Control., 1998

Computational limitations of model-based recognition.

[BibT_eX]

[DOI]

Haim Schweitzer

Int. J. Intell. Syst., 1998

Reduction of Timed Hybrid Systems.

[BibT_eX]

[DOI]

Discret. Event Dyn. Syst., 1998

1997

Learning decision rules for pattern classification under a family of probability measures.

[BibT_eX]

[DOI]

M. Vidyasagar

IEEE Trans. Inf. Theory, 1997

Covering numbers for real-valued function classes.

[BibT_eX]

[DOI]

Peter L. Bartlett

IEEE Trans. Inf. Theory, 1997

Weighted averaging and stochastic approximation.

[BibT_eX]

[DOI]

I-Jeng Wang

Math. Control. Signals Syst., 1997

Automated Analysis and Annotation of Basketball Video.

[BibT_eX]

[DOI]

Proceedings of the Storage and Retrieval for Image and Video Databases V, 1997

1996

Extended synchronizing codewords for binary prefix codes.

[BibT_eX]

[DOI]

Wai-Man Lam

IEEE Trans. Inf. Theory, 1996

Model-based reconstruction of multiple circular and elliptical objects from a limited number of projections.

[BibT_eX]

[DOI]

Song Wang

Bede Liu

IEEE Trans. Image Process., 1996

Model and controller selection policies based on output prediction errors.

[BibT_eX]

[DOI]

IEEE Trans. Autom. Control., 1996

An alternative proof for convergence of stochastic approximation algorithms.

[BibT_eX]

[DOI]

C. Horn

IEEE Trans. Autom. Control., 1996

Local tests for consistency of support hyperplane data.

[BibT_eX]

[DOI]

J. Math. Imaging Vis., 1996

Extracting good features for motion estimation.

[BibT_eX]

[DOI]

Yap-Peng Tan

Proceedings of the Proceedings 1996 International Conference on Image Processing, 1996

1995

Rates of convergence of nearest neighbor estimation under arbitrary sampling.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 1995

A new method for camera motion parameter estimation.

[BibT_eX]

[DOI]

Yap-Peng Tan

Proceedings of the Proceedings 1995 International Conference on Image Processing, 1995

Convex shape reconstruction from noisy ray probe measurements.

[BibT_eX]

[DOI]

J. S. Lerman

Proceedings of the Proceedings 1995 International Conference on Image Processing, 1995

1994

A paradigm for class identification problems.

[BibT_eX]

[DOI]

David N. C. Tse

IEEE Trans. Inf. Theory, 1994

A metric entropy bound is not sufficient for learnability.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 1994

Local Versus Nonlocal Computation of Length of Digitized Curves.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 1994

Image Reconstruction from a Limited Number of Projections: Detection/Estimation of Multiple Discs with Unknown RadII.

[BibT_eX]

[DOI]

Song Wang

Bede Liu

Proceedings of the Proceedings 1994 International Conference on Image Processing, 1994

Multiresolution Chain Coding of Contours.

[BibT_eX]

[DOI]

J. S. Lerman

Jack Koplowitz

Proceedings of the Proceedings 1994 International Conference on Image Processing, 1994

A new technique for block-based motion compensation.

[BibT_eX]

[DOI]

Shinichi Kozu

Proceedings of ICASSP '94: IEEE International Conference on Acoustics, 1994

1993

PAC Learning with Generalized Samples and an Applicaiton to Stochastic Geometry.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 1993

Active Learning Using Arbitrary Binary Valued Queries.

[BibT_eX]

[DOI]

Sanjoy K. Mitter

John N. Tsitsiklis

Mach. Learn., 1993

Local Versus Non-local Computation of Length of Digitized Curves.

[BibT_eX]

[DOI]

Proceedings of the Foundations of Software Technology and Theoretical Computer Science, 1993

On-Line Learning of Functions of Bounded Variation under Various Sampling Schemes.

[BibT_eX]

[DOI]

Proceedings of the Sixth Annual ACM Conference on Computational Learning Theory, 1993

On Probably Correct Classification of Concepts.

[BibT_eX]

[DOI]

Ofer Zeitouni

Proceedings of the Sixth Annual ACM Conference on Computational Learning Theory, 1993

1992

PAC Learning With Generalized Samples and an Application to Stochastic Geometry.

[BibT_eX]

[DOI]

Proceedings of the Fifth Annual ACM Conference on Computational Learning Theory, 1992

1991

Problems of computational and informational complexity in machine vision and learning.

[BibT_eX]

[DOI]