Sreeram Kannan

William Stafford Noble

Ilan Shomorony

Proceedings of the IEEE International Symposium on Information Theory, 2022

Proof-of-Stake Longest Chain Protocols: Security vs Predictability.

[BibT_eX]

[DOI]

Proceedings of the 2022 ACM Workshop on Developments in Consensus, 2022

2021

PolyShard: Coded Sharding Achieves Linearly Scaling Efficiency and Security Simultaneously.

[BibT_eX]

[DOI]

Songze Li

Mingchao Yu

Chien-Sheng Yang

Amir Salman Avestimehr

IEEE Trans. Inf. Forensics Secur., 2021

Securing Parallel-chain Protocols under Variable Mining Power.

[BibT_eX]

[DOI]

Xuechao Wang

Viswa Virinchi Muppirala

Lei Yang

IACR Cryptol. ePrint Arch., 2021

Themis: Fast, Strong Order-Fairness in Byzantine Consensus.

[BibT_eX]

[DOI]

IACR Cryptol. ePrint Arch., 2021

Order-Fair Consensus in the Permissionless Setting.

[BibT_eX]

[DOI]

Mahimna Kelkar

IACR Cryptol. ePrint Arch., 2021

QAlign: aligning nanopore reads accurately using current-level modeling.

[BibT_eX]

[DOI]

Bioinform., 2021

ACeD: Scalable Data Availability Oracle.

[BibT_eX]

[DOI]

Proceedings of the Financial Cryptography and Data Security, 2021

Blockchain CAP Theorem Allows User-Dependent Adaptivity and Finality.

[BibT_eX]

[DOI]

Suryanarayana Sankagiri

Xuechao Wang

Proceedings of the Financial Cryptography and Data Security, 2021

PoSAT: Proof-of-Work Availability and Unpredictability, Without the Work.

[BibT_eX]

[DOI]

David Tse

Proceedings of the Financial Cryptography and Data Security, 2021

BFT Protocol Forensics.

[BibT_eX]

[DOI]

Proceedings of the CCS '21: 2021 ACM SIGSAC Conference on Computer and Communications Security, Virtual Event, Republic of Korea, November 15, 2021

2020

Deepcode: Feedback Codes via Deep Learning.

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Inf. Theory, 2020

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

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Inf. Theory, 2020

Everything is a Race and Nakamoto Always Wins.

[BibT_eX]

[DOI]

IACR Cryptol. ePrint Arch., 2020

The Checkpointed Longest Chain: User-dependent Adaptivity and Finality.

[BibT_eX]

[DOI]

Suryanarayana Sankagiri

Xuechao Wang

CoRR, 2020

PoSAT: Proof-of-Work Availability andUnpredictability, without the Work.

[BibT_eX]

[DOI]

David Tse

CoRR, 2020

Deepcode and Modulo-SK are Designed for Different Settings.

[BibT_eX]

[DOI]

CoRR, 2020

Free2Shard: Adaptive-adversary-resistant sharding via Dynamic Self Allocation.

[BibT_eX]

[DOI]

CoRR, 2020

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

[BibT_eX]

[DOI]

CoRR, 2020

A deep adversarial variational autoencoder model for dimensionality reduction in single-cell RNA sequencing analysis.

[BibT_eX]

[DOI]

Eugene Lin

Sudipto Mukherjee

BMC Bioinform., 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

Perigee: Efficient Peer-to-Peer Network Design for Blockchains.

[BibT_eX]

[DOI]

Yifan Mao

Shaileshh Bojja Venkatakrishnan

Kannan Srinivasan

Proceedings of the PODC '20: ACM Symposium on Principles of Distributed Computing, 2020

Feedback Turbo Autoencoder.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

BOAssembler: A Bayesian Optimization Framework to Improve RNA-Seq Assembly Performance.

[BibT_eX]

[DOI]

Proceedings of the Algorithms for Computational Biology, 2020

Learning in Gated Neural Networks.

[BibT_eX]

[DOI]

Ashok Vardhan Makkuva

Sewoong Oh

Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020

2019

Coded Merkle Tree: Solving Data Availability Attacks in Blockchains.

[BibT_eX]

[DOI]

IACR Cryptol. ePrint Arch., 2019

Proof-of-Stake Longest Chain Protocols Revisited.

[BibT_eX]

[DOI]

CoRR, 2019

Improving Federated Learning Personalization via Model Agnostic Meta Learning.

[BibT_eX]

[DOI]

CoRR, 2019

Are Odds Really Odd? Bypassing Statistical Detection of Adversarial Examples.

[BibT_eX]

[DOI]

Hossein Hosseini

Radha Poovendran

CoRR, 2019

CCMI : Classifier based Conditional Mutual Information Estimation.

[BibT_eX]

[DOI]

Sudipto Mukherjee

Himanshu Asnani

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

Coded State Machine - Scaling State Machine Execution under Byzantine Faults.

[BibT_eX]

[DOI]

Proceedings of the 2019 ACM Symposium on Principles of Distributed Computing, 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

Breaking the gridlock in Mixture-of-Experts: Consistent and Efficient Algorithms.

[BibT_eX]

[DOI]

Ashok Vardhan Makkuva

Sewoong Oh

Proceedings of the 36th International Conference on Machine Learning, 2019

Dropping Pixels for Adversarial Robustness.

[BibT_eX]

[DOI]

Hossein Hosseini

Radha Poovendran

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

Prism: Deconstructing the Blockchain to Approach Physical Limits.

[BibT_eX]

[DOI]

Proceedings of the 2019 ACM SIGSAC Conference on Computer and Communications Security, 2019

ClusterGAN: Latent Space Clustering in Generative Adversarial Networks.

[BibT_eX]

[DOI]

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

2018

Models and Information-Theoretic Bounds for Nanopore Sequencing.

[BibT_eX]

[DOI]

Wei Mao

Suhas N. Diggavi

IEEE Trans. Inf. Theory, 2018

PolyShard: Coded Sharding Achieves Linearly Scaling Efficiency and Security Simultaneously.

[BibT_eX]

[DOI]

Songze Li

Mingchao Yu

Amir Salman Avestimehr

IACR Cryptol. ePrint Arch., 2018

Deconstructing the Blockchain to Approach Physical Limits.

[BibT_eX]

[DOI]

IACR Cryptol. ePrint Arch., 2018

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

[BibT_eX]

[DOI]

Rajat Sen

Karthikeyan Shanmugam

Himanshu Asnani

CoRR, 2018

Globally Consistent Algorithms for Mixture of Experts.

[BibT_eX]

[DOI]

Ashok Vardhan Makkuva

CoRR, 2018

Scalable preprocessing for sparse scRNA-seq data exploiting prior knowledge.

[BibT_eX]

[DOI]

Bioinform., 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

Communication Algorithms via Deep Learning.

[BibT_eX]

[DOI]

Proceedings of the 6th International Conference on Learning Representations, 2018

2017

Potential conditional mutual information: Estimators and properties.

[BibT_eX]

[DOI]

PeerJ Prepr., 2017

Discovering Potential Correlations via Hypercontractivity.

[BibT_eX]

[DOI]

Entropy, 2017

Potential Conditional Mutual Information: Estimators, Properties and Applications.

[BibT_eX]

[DOI]

CoRR, 2017

Deceiving Google's Perspective API Built for Detecting Toxic Comments.

[BibT_eX]

[DOI]

CoRR, 2017

Blocking Transferability of Adversarial Examples in Black-Box Learning Systems.

[BibT_eX]

[DOI]

CoRR, 2017

abSNP: RNA-Seq SNP Calling in Repetitive Regions via Abundance Estimation.

[BibT_eX]

[DOI]

Proceedings of the 17th International Workshop on Algorithms in Bioinformatics, 2017

Resolving Multicopy Duplications de novo Using Polyploid Phasing.

[BibT_eX]

[DOI]

Proceedings of the Research in Computational Molecular Biology, 2017

Estimating Mutual Information for Discrete-Continuous Mixtures.

[BibT_eX]

[DOI]

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

2016

Causal Strength via Shannon Capacity: Axioms, Estimators and Applications.

[BibT_eX]

[DOI]

CoRR, 2016

Conditional Dependence via Shannon Capacity: Axioms, Estimators and Applications.

[BibT_eX]

[DOI]

Proceedings of the 33nd International Conference on Machine Learning, 2016

Learning Temporal Dependence from Time-Series Data with Latent Variables.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Data Science and Advanced Analytics, 2016

Network inference using directed information: The deterministic limit.

[BibT_eX]

[DOI]

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

2015

Multicommodity Flows and Cuts in Polymatroidal Networks.

[BibT_eX]

[DOI]

SIAM J. Comput., 2015

Minimum HGR correlation principle: From marginals to joint distribution.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2015

Delay-constrained unicast and the triangle-cast problem.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2015

On Shannon capacity and causal estimation.

[BibT_eX]

[DOI]

Rahul Kidambi

Proceedings of the 53rd Annual Allerton Conference on Communication, 2015

2014

Capacity of Multiple Unicast in Wireless Networks: A Polymatroidal Approach.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2014

Network Capacity Under Traffic Symmetry: Wireline and Wireless Networks.

[BibT_eX]

[DOI]

Sudeep Kamath

IEEE Trans. Inf. Theory, 2014

Interactive Interference Alignment.

[BibT_eX]

[DOI]

Quan Geng

Shaileshh Bojja Venkatakrishnan

IEEE J. Sel. Areas Commun., 2014

Degrees of Freedom for multiple-multicast traffic.

[BibT_eX]

[DOI]

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

2013

Multi-Session Function Computation and Multicasting in Undirected Graphs.

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Commun., 2013

Multi-terminal function multicasting in undirected graphs.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE International Symposium on Information Theory, 2013

2012

Layering principles for wireless networks

[BibT_eX]

[DOI]

PhD thesis, 2012

Approximately Optimal Wireless Broadcasting.

[BibT_eX]

[DOI]

Adnan Raja

IEEE Trans. Inf. Theory, 2012

Wireless networks with symmetric demands.

[BibT_eX]

[DOI]

Sudeep Kamath

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

2011

Multiple-unicast in fading wireless networks: A separation scheme is approximately optimal.

[BibT_eX]

[DOI]

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

Approximately optimal broadcasting-cum-multicasting in wireless networks.

[BibT_eX]

[DOI]

Adnan Raja

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

Local phy + global flow: A layering principle for wireless networks.

[BibT_eX]

[DOI]

Adnan Raja