Ahmad Beirami

Fernando de Mesentier Silva

IEEE Access, 2020

Fair Resource Allocation in Federated Learning.

[BibT_eX]

[DOI]

Proceedings of the 8th International Conference on Learning Representations, 2020

Rényi Fair Inference.

[BibT_eX]

[DOI]

Proceedings of the 8th International Conference on Learning Representations, 2020

Resource Constrained Dialog Policy Learning Via Differentiable Inductive Logic Programming.

[BibT_eX]

[DOI]

Proceedings of the 28th International Conference on Computational Linguistics, 2020

Situated and Interactive Multimodal Conversations.

[BibT_eX]

[DOI]

Proceedings of the 28th International Conference on Computational Linguistics, 2020

Competitive Balance in Team Sports Games.

[BibT_eX]

[DOI]

Sofia Maria Nikolakaki

Proceedings of the IEEE Conference on Games, 2020

2019

Multi-theme generative adversarial terrain amplification.

[BibT_eX]

[DOI]

ACM Trans. Graph., 2019

A Characterization of Guesswork on Swiftly Tilting Curves.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2019

Why Botnets Work: Distributed Brute-Force Attacks Need No Synchronization.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Forensics Secur., 2019

Bayesian Nonlinear Function Estimation with Approximate Message Passing.

[BibT_eX]

[DOI]

CoRR, 2019

Mismatched Guesswork.

[BibT_eX]

[DOI]

CoRR, 2019

On Multi-Agent Learning in Team Sports Games.

[BibT_eX]

[DOI]

CoRR, 2019

Towards Interactive Training of Non-Player Characters in Video Games.

[BibT_eX]

[DOI]

CoRR, 2019

Winning Isn't Everything: Training Human-Like Agents for Playtesting and Game AI.

[BibT_eX]

[DOI]

CoRR, 2019

Universal Compression with Side Information from a Correlated Source.

[BibT_eX]

[DOI]

CoRR, 2019

Mismatched Guesswork and One-to-One Codes.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE Information Theory Workshop, 2019

Nonlinear Function Estimation with Empirical Bayes and Approximate Message Passing.

[BibT_eX]

[DOI]

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

From Demonstrations and Knowledge Engineering to a DNN Agent in a Modern Open-World Video Game.

[BibT_eX]

[DOI]

Igor Borovikov

Proceedings of the AAAI 2019 Spring Symposium on Combining Machine Learning with Knowledge Engineering (AAAI-MAKE 2019) Stanford University, 2019

2018

Global Games With Noisy Information Sharing.

[BibT_eX]

[DOI]

IEEE Trans. Signal Inf. Process. over Networks, 2018

Supervised Learning Using Data-dependent Random Features with Application to Seizure Detection.

[BibT_eX]

[DOI]

Shahin Shahrampour

Vahid Tarokh

Proceedings of the 57th IEEE Conference on Decision and Control, 2018

Information Bottleneck Methods for Distributed Learning.

[BibT_eX]

[DOI]

Parinaz Farajiparvar

Matthew S. Nokleby

Proceedings of the 56th Annual Allerton Conference on Communication, 2018

On Data-Dependent Random Features for Improved Generalization in Supervised Learning.

[BibT_eX]

[DOI]

Shahin Shahrampour

Vahid Tarokh

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

On Optimal Generalizability in Parametric Learning.

[BibT_eX]

[DOI]

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

Centralized vs decentralized multi-agent guesswork.

[BibT_eX]

[DOI]

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

Guesswork subject to a total entropy budget.

[BibT_eX]

[DOI]

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

2016

Wireless Network Compression Via Memory-Enabled Overhearing Helpers.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2016

Packet-Level Network Compression: Realization and Scaling of the Network-Wide Benefits.

[BibT_eX]

[DOI]

IEEE/ACM Trans. Netw., 2016

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

[BibT_eX]

[DOI]

Junan Zhu

Dror Baron

Proceedings of the IEEE International Symposium on Information Theory, 2016

Rate-distortion bounds on Bayes risk in supervised learning.

[BibT_eX]

[DOI]

Matthew S. Nokleby

A. Robert Calderbank

Proceedings of the IEEE International Symposium on Information Theory, 2016

2015

Network compression via network memory: fundamental performance limits.

[BibT_eX]

[DOI]

PhD thesis, 2015

A rate-distortion framework for supervised learning.

[BibT_eX]

[DOI]

Matthew S. Nokleby

A. Robert Calderbank

Proceedings of the 25th IEEE International Workshop on Machine Learning for Signal Processing, 2015

Diffusion channel with Poisson reception process: capacity results and applications.

[BibT_eX]

[DOI]

Hessam Mahdavifar

Proceedings of the IEEE International Symposium on Information Theory, 2015

Mismatched estimation in large linear systems.

[BibT_eX]

[DOI]

Yanting Ma

Dror Baron

Proceedings of the IEEE International Symposium on Information Theory, 2015

Quantifying computational security subject to source constraints, guesswork and inscrutability.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2015

Threshold policy for global games with noisy information sharing.

[BibT_eX]

[DOI]

Proceedings of the 54th IEEE Conference on Decision and Control, 2015

A geometric perspective on guesswork.

[BibT_eX]

[DOI]

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

2014

Universal Compression of a Mixture of Parametric Sources with Side Information.

[BibT_eX]

[DOI]

CoRR, 2014

Packet-level clustering for memory-assisted compression of network packets.

[BibT_eX]

[DOI]

Proceedings of the Sixth International Conference on Wireless Communications and Signal Processing, 2014

On optimality of data clustering for packet-level memory-assisted compression of network traffic.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE 15th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC), 2014

Fundamental limits of universal lossless one-to-one compression of parametric sources.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE Information Theory Workshop, 2014

Mismatched side information in wireless network compression via overhearing helpers.

[BibT_eX]

[DOI]

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

A memory-assisted lossless compression algorithm for medical images.

[BibT_eX]

[DOI]

Zhinoos Razavi Hesabi

Proceedings of the IEEE International Conference on Acoustics, 2014

Fundamental performance limits of chaotic-map random number generators.

[BibT_eX]

[DOI]

Sergio Callegari

Proceedings of the 52nd Annual Allerton Conference on Communication, 2014

A novel correlation model for universal compression of parametric sources.

[BibT_eX]

[DOI]

Proceedings of the 52nd Annual Allerton Conference on Communication, 2014

2013

A Framework for Investigating the Performance of Chaotic-Map Truly Random Number Generators.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. II Express Briefs, 2013

Variability analysis of tent map-based chaotic-map truly random number generators.

[BibT_eX]

[DOI]

Aria Ghasemian Sahebi

Warsame H. Ali

Proceedings of the IEEE 56th International Midwest Symposium on Circuits and Systems, 2013

A continuous-time sigma-delta ADC with tunable pass-band for multi-standard applications.

[BibT_eX]

[DOI]

Proceedings of the IEEE 56th International Midwest Symposium on Circuits and Systems, 2013

Wireless network compression: Code design and trade offs.

[BibT_eX]

[DOI]

Proceedings of the 2013 Information Theory and Applications Workshop, 2013

Content-aware network data compression using joint memorization and clustering.

[BibT_eX]

[DOI]

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

Results on the optimal memory-assisted universal compression performance for mixture sources.

[BibT_eX]

[DOI]

Proceedings of the 51st Annual Allerton Conference on Communication, 2013

2012

Chaotic-Map Truly Random Number Generators: Evaluation of Bit-Generation and Post-Processing

[BibT_eX]

[DOI]

CoRR, 2012

A Performance Metric for Discrete-Time Chaos-Based Truly Random Number Generators

[BibT_eX]

[DOI]

Yehia Massoud

CoRR, 2012

Memory placement in network compression: Line and grid topologies.

[BibT_eX]

[DOI]

Proceedings of the International Symposium on Information Theory and its Applications, 2012

Results on the fundamental gain of memory-assisted universal source coding.

[BibT_eX]

[DOI]

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

On lossless universal compression of distributed identical sources.

[BibT_eX]

[DOI]

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

Memory-assisted universal compression of network flows.

[BibT_eX]

[DOI]

Proceedings of the IEEE INFOCOM 2012, Orlando, FL, USA, March 25-30, 2012, 2012

Data gathering in networks of bacteria colonies: Collective sensing and relaying using molecular communication.

[BibT_eX]

[DOI]

Proceedings of the 2012 Proceedings IEEE INFOCOM Workshops, 2012

Memory-Assisted Universal Source Coding.

[BibT_eX]

[DOI]

Proceedings of the 2012 Data Compression Conference, Snowbird, UT, USA, April 10-12, 2012, 2012

Network Compression: Memory-assisted universal coding of sources with correlated parameters.

[BibT_eX]

[DOI]

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

2011

Exact modeling of the performance of random linear network coding in finite-buffer networks.

[BibT_eX]

[DOI]

Proceedings of the 2011 IEEE Information Theory Workshop, 2011

On the network-wide gain of memory-assisted source coding.

[BibT_eX]

[DOI]

Proceedings of the 2011 IEEE Information Theory Workshop, 2011

Capacity of discrete molecular diffusion channels.

[BibT_eX]

[DOI]

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

Results on the redundancy of universal compression for finite-length sequences.

[BibT_eX]

[DOI]

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

The Redundancy of Two-Part Codes for Finite-Length Parametric Sources.

[BibT_eX]

[DOI]

Proceedings of the 2011 Data Compression Conference (DCC 2011), 2011

Consensus problem under diffusion-based molecular communication.

[BibT_eX]

[DOI]

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

2010

On the finite-length performance of universal coding for k-ary memoryless sources.

[BibT_eX]

[DOI]