Information-Theoretic Bounds on the Generalization Error and Privacy Leakage in Federated Learning S Yagli, A Dytso, HV Poor SPAWC 2020, 2020 | 59 | 2020 |
The capacity achieving distribution for the amplitude constrained additive Gaussian channel: An upper bound on the number of mass points A Dytso, S Yagli, HV Poor, SS Shitz IEEE Transactions on Information Theory 66 (4), 2006-2022, 2019 | 49 | 2019 |
P, pd, pi, pid controllers S Temel, S Yağli, S Gören Middle East Technical University, Electrical and Electronics Engineering …, 2013 | 27 | 2013 |
Exact exponent for soft covering S Yagli, P Cuff IEEE Transactions on Information Theory 65 (10), 6234-6262, 2019 | 11 | 2019 |
Exact soft-covering exponent S Yagli, P Cuff 2018 IEEE International Symposium on Information Theory (ISIT), 1680-1684, 2018 | 7 | 2018 |
Minimax Rényi Redundancy S Yagli, Y Altug, S Verdú IEEE Transactions on Information Theory 64 (5), 3715-3733, 2018 | 7 | 2018 |
Minimax Renyi Redundancy S Yagli, Y Altug, S Verdú 2017 IEEE International Symposium on Information Theory (ISIT), 2980 - 2984, 2017 | 7 | 2017 |
An upper bound on the number of mass points in the capacity achieving distribution for the amplitude constrained additive Gaussian channel S Yagli, A Dytso, HV Poor, SS Shitz 2019 IEEE International Symposium on Information Theory (ISIT), 1907-1911, 2019 | 6 | 2019 |
Estimation of bounded normal mean: An alternative proof for the discreteness of the least favorable prior S Yagli, A Dytso, HV Poor 2019 IEEE Information Theory Workshop (ITW), 1-5, 2019 | 4 | 2019 |
Some aspects of totally positive kernels useful in information theory S Yagli, A Dytso, HV Poor, SS Shitz 2019 IEEE Wireless Communications and Networking Conference Workshop (WCNCW …, 2019 | 3 | 2019 |
Privacy Enhancing Machine Learning via Removal of Unwanted Dependencies M Al, S Yagli, SY Kung IEEE Transactions on Neural Networks and Learning Systems 34 (6), 3019-3033, 2021 | 1 | 2021 |
Topics in Information and Estimation Theory: Parameter Estimation, Lossless Compression, Constrained Channels, and Error Exponents S Yagli Princeton University, 2021 | | 2021 |