| Robust counterfactual explanations for neural networks with probabilistic guarantees F Hamman, E Noorani, S Mishra, D Magazzeni, S Dutta International Conference on Machine Learning, 12351-12367, 2023 | 36 | 2023 |
| Risk-sensitive reinforce: A monte carlo policy gradient algorithm for exponential performance criteria E Noorani, JS Baras 2021 60th IEEE Conference on Decision and Control (CDC), 1522-1527, 2021 | 17 | 2021 |
| Risk-sensitive reinforcement learning with exponential criteria E Noorani, C Mavridis, J Baras arXiv preprint arXiv:2212.09010, 2022 | 14 | 2022 |
| Risk sensitivity and entropy regularization in prototype-based learning C Mavridis, E Noorani, JS Baras 2022 30th Mediterranean Conference on Control and Automation (MED), 194-199, 2022 | 8 | 2022 |
| Risk-sensitive reinforcement learning and robust learning for control E Noorani, JS Baras 2021 60th IEEE Conference on Decision and Control (CDC), 2976-2981, 2021 | 8 | 2021 |
| Collaborative one-shot beamforming under localization errors: A discrete optimization approach Y Savas, E Noorani, A Koppel, J Baras, U Topcu, BM Sadler Signal Processing 200, 108647, 2022 | 7 | 2022 |
| A probabilistic perspective on risk-sensitive reinforcement learning E Noorani, JS Baras 2022 American Control Conference (ACC), 2697-2702, 2022 | 7 | 2022 |
| Non-ergodicity in reinforcement learning: robustness via ergodic transformations D Baumann, E Noorani, J Price, O Peters, C Connaughton, TB Schön | 6 | 2023 |
| Co-design of watermarking and robust control for security in cyber-physical systems R Goyal, C Somarakis, E Noorani, S Rane 2022 IEEE 61st Conference on Decision and Control (CDC), 4821-4826, 2022 | 6 | 2022 |
| Embracing risk in reinforcement learning: The connection between risk-sensitive exponential and distributionally robust criteria E Noorani, JS Baras 2022 American Control Conference (ACC), 2703-2708, 2022 | 5 | 2022 |
| Collaborative beamforming for agents with localization errors E Noorani, Y Savas, A Koppel, J Baras, U Topcu, BM Sadler 2021 55th Asilomar Conference on Signals, Systems, and Computers, 204-208, 2021 | 4 | 2021 |
| Robust algorithmic recourse under model multiplicity with probabilistic guarantees F Hamman, E Noorani, S Mishra, D Magazzeni, S Dutta IEEE Journal on Selected Areas in Information Theory, 2024 | 3 | 2024 |
| Exponential TD Learning: A Risk-Sensitive Actor-Critic Reinforcement Learning Algorithm E Noorani, CN Mavridis, JS Baras 2023 American Control Conference (ACC), 4104-4109, 2023 | 2 | 2023 |
| Multi-agent deep reinforcement learning for shock wave detection and dissipation using vehicle-to-vehicle communication N Suriyarachchi, E Noorani, FM Tariq, JS Baras 2022 IEEE 61st Conference on Decision and Control (CDC), 4072-4077, 2022 | 2 | 2022 |
| Collaborative beamforming under localization errors: a discrete optimization approach E Noorani, Y Savas, A Koppel, J Baras, U Topcu, BM Sadler arXiv preprint arXiv:2003.12637, 2020 | 2 | 2020 |
| Time-robust path planning with piece-wise linear trajectory for signal temporal logic specifications NK Le, E Noorani, S Hirche, JS Baras 2024 American Control Conference (ACC), 4133-4140, 2024 | 1 | 2024 |
| Towards Efficient Risk-Sensitive Policy Gradient: An Iteration Complexity Analysis R Liu, E Noorani, P Tokekar arXiv preprint arXiv:2403.08955, 2024 | 1 | 2024 |
| Risk-attitudes, Trust, and Emergence of Coordination in Multi-agent Reinforcement Learning Systems: A Study of Independent Risk-sensitive REINFORCE E Noorani, JS Baras 2022 European Control Conference (ECC), 2266-2271, 2022 | 1 | 2022 |
| Smart Home Network Security Through Blockchain M Zhou, Y Wang, WDT Chang, Yandra, S P., E Noorani US Patent 11,363,017, 2022 | 1 | 2022 |
| From regularization to risk-sensitivity–and back again E Noorani, JS Baras IFAC-PapersOnLine 55 (15), 33-38, 2022 | 1 | 2022 |
John S. BarasProfessor of Ellectrical and Computer Engineering, University of MarylandZweryfikowany adres z umd.edu
