| Information-Theoretic Generalization Bounds for Meta-Learning and Applications ST Jose, O Simeone Entropy, 2021 | 33 | 2021 |
| Linear programming-based converses for finite blocklength lossy joint source-channel coding ST Jose, AA Kulkarni IEEE Transactions on Information Theory 63 (11), 7066-7094, 2017 | 21 | 2017 |
| Transfer meta-learning: Information-theoretic bounds and information meta-risk minimization ST Jose, O Simeone, G Durisi IEEE Transactions on Information Theory 68 (1), 474-501, 2021 | 15 | 2021 |
| Information-theoretic bounds on transfer generalization gap based on Jensen-Shannon divergence ST Jose, O Simeone 2021 29th European Signal Processing Conference (EUSIPCO), 1461-1465, 2021 | 14 | 2021 |
| Free energy minimization: A unified framework for modeling, inference, learning, and optimization [lecture notes] ST Jose, O Simeone IEEE Signal Processing Magazine 38 (2), 120-125, 2021 | 14 | 2021 |
| Information-theoretic analysis of epistemic uncertainty in bayesian meta-learning ST Jose, S Park, O Simeone International Conference on Artificial Intelligence and Statistics, 9758-9775, 2022 | 11 | 2022 |
| An information-theoretic analysis of the impact of task similarity on meta-learning ST Jose, O Simeone 2021 IEEE International Symposium on Information Theory (ISIT), 1534-1539, 2021 | 11 | 2021 |
| Improved finite blocklength converses for Slepian–Wolf coding via linear programming ST Jose, AA Kulkarni IEEE Transactions on Information Theory 65 (4), 2423-2441, 2018 | 10 | 2018 |
| Conditional mutual information-based generalization bound for meta learning A Rezazadeh, ST Jose, G Durisi, O Simeone 2021 IEEE International Symposium on Information Theory (ISIT), 1176-1181, 2021 | 7 | 2021 |
| Shannon meets von Neumann: A minimax theorem for channel coding in the presence of a jammer ST Jose, AA Kulkarni IEEE Transactions on Information Theory 66 (5), 2842-2859, 2020 | 7 | 2020 |
| Linear Programming based Finite Blocklength Converses for Some Network-like Problems ST Jose, AA Kulkarni IEEE Information Theory Workshop, 544-548, 2017 | 7 | 2017 |
| A linear programming relaxation for stochastic control problems with non-classical information patterns ST Jose, AA Kulkarni 2015 54th IEEE Conference on Decision and Control (CDC), 5743-5748, 2015 | 7 | 2015 |
| On a game between a delay-constrained communication system and a finite state jammer ST Jose, AA Kulkarni 2018 IEEE Conference on Decision and Control (CDC), 5063-5068, 2018 | 6 | 2018 |
| A unified PAC-Bayesian framework for machine unlearning via information risk minimization ST Jose, O Simeone 2021 IEEE 31st International Workshop on Machine Learning for Signal …, 2021 | 5 | 2021 |
| Learning with limited samples: Meta-learning and applications to communication systems L Chen, ST Jose, I Nikoloska, S Park, T Chen, O Simeone Foundations and Trends® in Signal Processing 17 (2), 79-208, 2023 | 4 | 2023 |
| Free energy minimization: A unified framework for modelling, inference, learning, and optimization ST Jose, O Simeone arXiv preprint arXiv:2011.14963, 2020 | 3 | 2020 |
| Address-event variable-length compression for time-encoded data ST Jose, O Simeone 2020 International Symposium on Information Theory and Its Applications …, 2020 | 3 | 2020 |
| A linear programming based channel coding strong converse for the BSC and BEC ST Jose, AA Kulkarni 2017 Twenty-third National Conference on Communications (NCC), 1-6, 2017 | 2 | 2017 |
| Transfer Learning in Quantum Parametric Classifiers: An Information-Theoretic Generalization Analysis ST Jose, O Simeone arXiv preprint arXiv:2201.06297, 2022 | 1 | 2022 |
| Conditional mutual information bound for meta generalization gap A Rezazadeh, ST Jose, G Durisi, O Simeone arXiv preprint arXiv:2010.10886, 2020 | 1 | 2020 |
Osvaldo SimeoneKing's College LondonVerified email at kcl.ac.uk
