Publications
- Consensus in the weighted voter model with noise-free and noisy observations Ayalvadi Ganesh, Sabine Hauert, Emma Valla – Swarm Intelligence May 2025
- Dissimilar Batch Decompositions of Random Datasets G. Ganesan – Sankhya A, Volume 87, pages 41–64, (2025)
- LotteryCodec: Searching the Implicit Representation in a Random Network for Low-Complexity Image Compression Haotian Wu, Gongpu Chen, Pier Luigi Dragotti, Deniz Gündüz – International Conference on Machine Learning (ICML), 2025
- Actions Speak Louder Than Words: Rate-Reward Trade-off in Markov Decision Processes, Haotian Wu, Gongpu Chen, Deniz Gündüz – The International Conference on Learning Representations (ICLR) 2025
- Entropic additive energy and entropy inequalities for sums and products, R Li, L Gavalakis, I Kontoyiannis (2025)
- Optimal Scheduling in a Quantum Switch, Sanidhay Bhambay, Thirupathaiah Vasantam and Neil Walton – ACM Sigmetrics June 2025
- Maximal-Capacity Discrete Memoryless Channel Identification, Maximilian Egger, Rawad Bitar, Antonia Wachter-Zeh, Deniz Gündüz, Nir Weinberger – IEEE Transactions on Information Theory 2025
- Codes for Adversaries: Between Worst-Case and Average-Case Jamming, Y Zhang, S Jaggi, M Langberg, A D Swarte, B Kumar Dey – Foundations and Trends® in Communications and Information Theory 2025
- Process-and-Forward: Deep Joint Source-Channel Coding Over Cooperative Relay Networks, Chenghong Bian; Yulin Shao; Haotian Wu; Emre Ozfatura; Deniz Gündüz – IEEE Journal on Selected Areas in Communications 2025
- Taming Multi-Agent Reinforcement Learning with Estimator Variance Reduction, Taher Jafferjee, Juliusz Ziomek, Tianpei Yang, Zipeng Dai, Jianhong Wang, Matthew E. Taylor, Kun Shao, Jun Wang, David Mguni, – AAMAS May 2025
- Optimal Information Security Against Limited-View Adversaries: The Benefits of Causality and Feedback, Mayank Bakshi; Swanand Kadhe; Qiaosheng Zhang; Sidharth Jaggi; Alex Sprintson – IEEE Transactions on Communications 2025
- Tightening Continuity Bounds for Entropies and Bounds on Quantum Capacities, Michael G. Jabbour, Nilanjana Datta – IEEE Journal on Selected Areas in Information Theory 2024
- Aligning Individual and Collective Objectives in Multi-Agent Cooperation, Y Li, Wenhao Zhang, Jianhong Wang, Shao Zhang, Yali Du, Ying Wen, Wei Pan – NeurIPS Nov 2024
- Transmit or Retransmit: A Tradeoff in Networked Control of Dynamical Processes Over Lossy Channels With Ideal Feedback, Touraj Soleymani; John S. Baras; Deniz Gündüz – IEEE Transactions on Information Theory 2024
- Zealot Detection in Probabilistic Social Learning Using Bounded Confidence | MIT Press, J Lawry – ALIFE July 2024
- Computationally Efficient Codes for Strongly Dobrushin-Stambler Nonsymmetrizable Oblivious AVCs, S Jaggi, B. K. Dey, M. Langberg, A. D. Sarwate and Y. Zhang – ISIT July 2024
Pre hub research
Our academic researchers have been engaged in related research activity, pre dating the Hub announcement in 2024. Their collective research has shaped the INFORMED AI Hub vision and objectives.