| Epistemic neural networks I Osband, Z Wen, SM Asghari, V Dwaracherla, M Ibrahimi, X Lu, ... Advances in Neural Information Processing Systems 36, 2024 | 79 | 2024 |
| Optimal local and remote controllers with unreliable uplink channels SM Asghari, Y Ouyang, A Nayyar IEEE Transactions on Automatic Control, 2018 | 41 | 2018 |
| Optimal local and remote controllers with unreliable communication Y Ouyang, SM Asghari, A Nayyar 2016 IEEE 55th conference on decision and control (CDC), 6024-6029, 2016 | 23 | 2016 |
| Optimal infinite horizon decentralized networked controllers with unreliable communication Y Ouyang, SM Asghari, A Nayyar IEEE Transactions on Automatic Control 66 (4), 1778-1785, 2020 | 22 | 2020 |
| The neural testbed: Evaluating joint predictions I Osband, Z Wen, SM Asghari, V Dwaracherla, X Lu, M Ibrahimi, ... Advances in Neural Information Processing Systems 35, 12554-12565, 2022 | 15 | 2022 |
| Dynamic teams and decentralized control problems with substitutable actions SM Asghari, A Nayyar IEEE Transactions on Automatic Control 62 (10), 5302-5309, 2016 | 13 | 2016 |
| Regret bounds for decentralized learning in cooperative multi-agent dynamical systems SM Asghari, Y Ouyang, A Nayyar Conference on Uncertainty in Artificial Intelligence, 121-130, 2020 | 12 | 2020 |
| Optimal coded multicast in cache networks with arbitrary content placement SM Asghari, Y Ouyang, A Nayyar, AS Avestimehr 2018 IEEE International Conference on Communications (ICC), 1-6, 2018 | 12 | 2018 |
| A self-organizing approach to malicious detection in leader-based mobile ad-hoc networks SM Asghari, M Noormohammadpour, MJ Salehi, BH Khalaj, H Bagheri, ... Wireless Days (WD), 2013 IFIP, 1-3, 2013 | 12* | 2013 |
| Ensembles for uncertainty estimation: Benefits of prior functions and bootstrapping V Dwaracherla, Z Wen, I Osband, X Lu, SM Asghari, B Van Roy arXiv preprint arXiv:2206.03633, 2022 | 11 | 2022 |
| An approximation algorithm for optimal clique cover delivery in coded caching SM Asghari, Y Ouyang, A Nayyar, AS Avestimehr IEEE Transactions on Communications 67 (7), 4683-4695, 2019 | 9* | 2019 |
| Approximate thompson sampling via epistemic neural networks I Osband, Z Wen, SM Asghari, V Dwaracherla, M Ibrahimi, X Lu, ... Uncertainty in Artificial Intelligence, 1586-1595, 2023 | 8 | 2023 |
| Evaluating predictive distributions: Does Bayesian deep learning work? I Osband, Z Wen, SM Asghari, X Lu, M Ibrahimi, V Dwaracherla, ... | 8 | 2021 |
| Optimal local and remote controllers with unreliable communication: the infinite horizon case Y Ouyang, SM Asghari, A Nayyar 2018 Annual American Control Conference (ACC), 6634-6639, 2018 | 8 | 2018 |
| Stochastic teams with randomized information structures Y Ouyang, SM Asghari, A Nayyar 2017 IEEE 56th Annual Conference on Decision and Control (CDC), 4733-4738, 2017 | 8 | 2017 |
| Decentralized control problems with substitutable actions SM Asghari, A Nayyar 2015 54th IEEE Conference on Decision and Control (CDC), 5302-5307, 2015 | 8 | 2015 |
| Fine-tuning language models via epistemic neural networks I Osband, SM Asghari, B Van Roy, N McAleese, J Aslanides, G Irving arXiv preprint arXiv:2211.01568, 2022 | 7 | 2022 |
| Evaluating high-order predictive distributions in deep learning I Osband, Z Wen, SM Asghari, V Dwaracherla, X Lu, B Van Roy Uncertainty in Artificial Intelligence, 1552-1560, 2022 | 6 | 2022 |
| An incentive-based leader selection mechanism for mobile ad-hoc networks (MANETs) SM Asghari, MJ Salehi, M Noormohammadpour, BH Khalaj, H Bagheri, ... Wireless Days (WD), 2013 IFIP, 1-6, 2013 | 3* | 2013 |
| Efficient Exploration for LLMs V Dwaracherla, SM Asghari, B Hao, B Van Roy arXiv preprint arXiv:2402.00396, 2024 | 2 | 2024 |
Ashutosh NayyarUniversity of Southern CaliforniaAdresse e-mail validée de usc.edu
