Himanshu Asnani

Vinod M. Prabhakaran

Proceedings of the IEEE Information Theory Workshop, 2021

Independence Properties of Generalized Submodular Information Measures.

[BibT_eX]

[DOI]

Jeff A. Bilmes

Rishabh K. Iyer

Proceedings of the IEEE International Symposium on Information Theory, 2021

2020

LEARN Codes: Inventing Low-Latency Codes via Recurrent Neural Networks.

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Inf. Theory, 2020

A Unified Framework for Generic, Query-Focused, Privacy Preserving and Update Summarization using Submodular Information Measures.

[BibT_eX]

[DOI]

CoRR, 2020

To Regularize or Not To Regularize? The Bias Variance Trade-off in Regularized AEs.

[BibT_eX]

[DOI]

CoRR, 2020

C-MI-GAN : Estimation of Conditional Mutual Information using MinMax formulation.

[BibT_eX]

[DOI]

CoRR, 2020

MaskAAE: Latent space optimization for Adversarial Auto-Encoders.

[BibT_eX]

[DOI]

Arnab Kumar Mondal

Sankalan Pal Chowdhury

Proceedings of the Thirty-Sixth Conference on Uncertainty in Artificial Intelligence, 2020

C-MI-GAN : Estimation of Conditional Mutual Information using MinMax formulation.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Sixth Conference on Uncertainty in Artificial Intelligence, 2020

Joint Channel Coding and Modulation via Deep Learning.

[BibT_eX]

[DOI]

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

Feedback Turbo Autoencoder.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019

Towards Latent Space Optimality for Auto-Encoder Based Generative Models.

[BibT_eX]

[DOI]

Arnab Kumar Mondal

Sankalan Pal Chowdhury

CoRR, 2019

CCMI : Classifier based Conditional Mutual Information Estimation.

[BibT_eX]

[DOI]

Sudipto Mukherjee

Sreeram Kannan

Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial Intelligence, 2019

DEEPTURBO: Deep Turbo Decoder.

[BibT_eX]

[DOI]

Proceedings of the 20th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2019

MIND: Model Independent Neural Decoder.

[BibT_eX]

[DOI]

Proceedings of the 20th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2019

Turbo Autoencoder: Deep learning based channel codes for point-to-point communication channels.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

On the Sum-capacity of Compound MAC Models with Distributed CSI and Unknown Fading Statistics.

[BibT_eX]

[DOI]

Debarnab Mitra

Sibi Raj B. Pillai

Proceedings of the 53rd Annual Conference on Information Sciences and Systems, 2019

ClusterGAN: Latent Space Clustering in Generative Adversarial Networks.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

Mimic and Classify : A meta-algorithm for Conditional Independence Testing.

[BibT_eX]

[DOI]

Rajat Sen

Karthikeyan Shanmugam

Arman Rahimzamani

Sreeram Kannan

CoRR, 2018

Estimators for Multivariate Information Measures in General Probability Spaces.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

2015

Network Compression: Worst Case Analysis.

[BibT_eX]

[DOI]

Ilan Shomorony

Amir Salman Avestimehr

IEEE Trans. Inf. Theory, 2015

2014

Capacity of a POST Channel With and Without Feedback.

[BibT_eX]

[DOI]

Haim Henri Permuter

IEEE Trans. Inf. Theory, 2014

To Feed or Not to Feedback.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2014

Information Embedding on Actions.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2014

2013

Multiterminal Source Coding With Action-Dependent Side Information.

[BibT_eX]

[DOI]

Yeow-Khiang Chia

IEEE Trans. Inf. Theory, 2013

Real-Time Coding With Limited Lookahead.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2013

Successive Refinement With Decoder Cooperation and Its Channel Coding Duals.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2013

Multiple-Access Channel With Partial and Controlled Cribbing Encoders.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2013

QualComp: a new lossy compressor for quality scores based on rate distortion theory.

[BibT_eX]

[DOI]

BMC Bioinform., 2013

Operational extremality of Gaussianity in network compression, communication, and coding.

[BibT_eX]

[DOI]

Ilan Shomorony

Amir Salman Avestimehr

Proceedings of the 2013 IEEE Information Theory Workshop, 2013

2012

Lossy Compression of Quality Values via Rate Distortion Theory

[BibT_eX]

[DOI]

CoRR, 2012

Worst-case source for distributed compression with quadratic distortion.

[BibT_eX]

[DOI]

Ilan Shomorony

Amir Salman Avestimehr

Proceedings of the 2012 IEEE Information Theory Workshop, 2012

Successive refinement with cribbing decoders and its channel coding duals.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE International Symposium on Information Theory, 2012

2011

Probing Capacity.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2011

Multi-terminal source coding with action dependent side information.

[BibT_eX]

[DOI]

Yeow-Khiang Chia

Proceedings of the 2011 IEEE International Symposium on Information Theory Proceedings, 2011

To feed or not to feed back.

[BibT_eX]

[DOI]

Proceedings of the 2011 IEEE International Symposium on Information Theory Proceedings, 2011

2010

Learning to Optimally Exploit Multi-Channel Diversity in Wireless Systems.

[BibT_eX]

[DOI]

Prasanna Chaporkar

Alexandre Proutière

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

To observe or not to observe the channel state.

[BibT_eX]

[DOI]