Fairness in supervised learning: An information theoretic approach AE Ghassami, S Khodadadian, N Kiyavash 2018 IEEE international symposium on information theory (ISIT), 176-180, 2018 | 66 | 2018 |
Federated reinforcement learning: Linear speedup under markovian sampling S Khodadadian, P Sharma, G Joshi, ST Maguluri International Conference on Machine Learning, 10997-11057, 2022 | 58 | 2022 |
On the linear convergence of natural policy gradient algorithm S Khodadadian, PR Jhunjhunwala, SM Varma, ST Maguluri 2021 60th IEEE Conference on Decision and Control (CDC), 3794-3799, 2021 | 58 | 2021 |
Finite Sample Analysis of Two-Time-Scale Natural Actor-Critic Algorithm S Khodadadian, TT Doan, ST Maguluri, J Romberg arXiv preprint arXiv:2101.10506, 2021 | 45 | 2021 |
Finite-sample analysis of off-policy natural actor–critic with linear function approximation Z Chen, S Khodadadian, ST Maguluri IEEE Control Systems Letters 6, 2611-2616, 2022 | 36 | 2022 |
Finite-Sample Analysis of Off-Policy Natural Actor-Critic Algorithm S Khodadadian, Z Chen, ST Maguluri arXiv preprint arXiv:2102.09318, 2021 | 36 | 2021 |
On linear and super-linear convergence of natural policy gradient algorithm S Khodadadian, PR Jhunjhunwala, SM Varma, ST Maguluri Systems & Control Letters 164, 105214, 2022 | 17 | 2022 |
Multifractal detrended fluctuation analysis of continuous neural time series in primate visual cortex Z Fayyaz, M Bahadorian, J Doostmohammad, V Davoodnia, ... Journal of neuroscience methods, 2018 | 13 | 2018 |
Information theoretic measures for fairness-aware feature selection S Khodadadian, M Nafea, AE Ghassami, N Kiyavash arXiv preprint arXiv:2106.00772, 2021 | 10 | 2021 |
Tight finite time bounds of two-time-scale linear stochastic approximation with markovian noise SU Haque, S Khodadadian, ST Maguluri arXiv preprint arXiv:2401.00364, 2023 | 5 | 2023 |
Impact of data processing on fairness in supervised learning S Khodadadian, AE Ghassami, N Kiyavash 2021 IEEE International Symposium on Information Theory (ISIT), 2643-2648, 2021 | 5 | 2021 |
Backward Curriculum Reinforcement Learning KM Ko 2023 32nd IEEE International Conference on Robot and Human Interactive …, 2023 | | 2023 |