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. You can see examples of pre Hub academic publications below:
The optimal finite-sample error probability in asymmetric binary hypothesis testing, V Lungu, I Kontoyiannis. 2024 IEEE International Symposium on Information Theory (ISIT), 831-836
Causality Testing, Directed Information and Spike Trains, A Theocharous, GG Gregoriou, P Sapountzis, I Kontoyiannis. 2024 IEEE International Symposium on Information Theory (ISIT), 274-279
Posterior representations for Bayesian Context Trees: Sampling, estimation and convergence, I Papageorgiou, I Kontoyiannis, 2024 Bayesian analysis 19 (2), 501-529
An on-demand resource allocation algorithm for a quantum network hub and its performance analysis, S Gauthier, T Vasantam, G Vardoyan, 2024 arXiv preprint arXiv:2405.18066
Calculating the Capacity Region of a Quantum Switch, I Tillman, T Vasantam, D Towsley, KP Seshadreesan, 2024 arXiv preprint arXiv:2404.18818
Relative entropy bounds for sampling with and without replacement. O Johnson, L Gavalakis, I Kontoyiannis, 2024 arXiv preprint arXiv:2404.06632
Generalised shot-noise representations of stochastic systems driven by non-Gaussian Lévy processes. S Godsill, I Kontoyiannis, MT Costa, 2024 Advances in Applied Probability, 1-36
On the monotonicity of discrete entropy for log-concave random vectors on ℤd. M Fradelizi, L Gavalakis, M Rapaport, 2024 arXiv preprint arXiv:2401.15462
Approximate discrete entropy monotonicity for log-concave sums. L Gavalakis, 2024 Combinatorics, Probability and Computing
On the entropy and information of Gaussian mixtures. A Eskenazis, L Gavalakis, 2024 Mathematika
Optimal Information Security Against Limited-view Adversaries: Beyond MDS Codes. Q Zhang, S Kadhe, M Bakshi, S Jaggi, A Sprintson, 2023 IEEE Transactions on Communications
The Bayesian context trees state space model for time series modelling and forecasting. I Papageorgiou, I Kontoyiannis, 2023 arXiv preprint arXiv:2308.00913
The capacity of causal adversarial channels. Y Zhang, S Jaggi, M Langberg, AD Sarwate, 2022 IEEE International Symposium on Information Theory (ISIT), 2523-2528
Generalized group testing. X Cheng, S Jaggi, Q Zhou, 2022 International Conference on Artificial Intelligence and Statistics, 10777-10835
Covert communication over adversarially jammed channels. Q Zhang, M Bakshi, S Jaggi, 2021 IEEE Transactions on Information Theory 67 (9), 6096-6121
Stealthy communication over adversarially jammed multipath networks. J Song, Q Zhang, S Kadhe, M Bakshi, S Jaggi, 2020 IEEE Transactions on Communications 68 (12), 7473-7484