Seyed Mohammad Asghari

36 papers A* 3A 3C 3Misc 1Journal 22Unranked 4

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Efficient Exploration at Scale. CoRR Seyed Mohammad Asghari, Chris Chute, Vikranth Dwaracherla, Xiuyuan Lu, Mehdi Jafarnia, Victor Minden, Zheng Wen, Benjamin Van Roy
2024	A*	`conf`	Efficient Exploration for LLMs. ICML Vikranth Dwaracherla, Seyed Mohammad Asghari, Botao Hao, Benjamin Van Roy
2024	J	`jnl`	Efficient Exploration for LLMs. CoRR Vikranth Dwaracherla, Seyed Mohammad Asghari, Botao Hao, Benjamin Van Roy
2023	A	`conf`	Approximate Thompson Sampling via Epistemic Neural Networks. UAI Ian Osband, Zheng Wen, Seyed Mohammad Asghari, Vikranth Dwaracherla, Morteza Ibrahimi, Xiuyuan Lu, Benjamin Van Roy
2023	J	`jnl`	Approximate Thompson Sampling via Epistemic Neural Networks. CoRR Ian Osband, Zheng Wen, Seyed Mohammad Asghari, Vikranth Dwaracherla, Morteza Ibrahimi, Xiuyuan Lu, Benjamin Van Roy
2023	J	`jnl`	Ensembles for Uncertainty Estimation: Benefits of Prior Functions and Bootstrapping. Trans. Mach. Learn. Res. Vikranth Dwaracherla, Zheng Wen, Ian Osband, Xiuyuan Lu, Seyed Mohammad Asghari, Benjamin Van Roy
2023	A*	`conf`	Epistemic Neural Networks. NeurIPS Ian Osband, Zheng Wen, Seyed Mohammad Asghari, Vikranth Dwaracherla, Morteza Ibrahimi, Xiuyuan Lu, Benjamin Van Roy
2022	J	`jnl`	Ensembles for Uncertainty Estimation: Benefits of Prior Functions and Bootstrapping. CoRR Vikranth Dwaracherla, Zheng Wen, Ian Osband, Xiuyuan Lu, Seyed Mohammad Asghari, Benjamin Van Roy
2022	J	`jnl`	Evaluating High-Order Predictive Distributions in Deep Learning. CoRR Ian Osband, Zheng Wen, Seyed Mohammad Asghari, Vikranth Dwaracherla, Xiuyuan Lu, Benjamin Van Roy
2022	A	`conf`	Evaluating high-order predictive distributions in deep learning. UAI Ian Osband, Zheng Wen, Seyed Mohammad Asghari, Vikranth Dwaracherla, Xiuyuan Lu, Benjamin Van Roy
2022	J	`jnl`	Fine-Tuning Language Models via Epistemic Neural Networks. CoRR Ian Osband, Seyed Mohammad Asghari, Benjamin Van Roy, Nat McAleese, John Aslanides, Geoffrey Irving
2022	J	`jnl`	Robustness of Epinets against Distributional Shifts. CoRR Xiuyuan Lu, Ian Osband, Seyed Mohammad Asghari, Sven Gowal, Vikranth Dwaracherla, Zheng Wen, Benjamin Van Roy
2022	A*	`conf`	The Neural Testbed: Evaluating Joint Predictions. NeurIPS Ian Osband, Zheng Wen, Seyed Mohammad Asghari, Vikranth Dwaracherla, Xiuyuan Lu, Morteza Ibrahimi, Dieterich Lawson, Botao Hao, Brendan O'Donoghue, Benjamin Van Roy
2021	J	`jnl`	Evaluating Predictive Distributions: Does Bayesian Deep Learning Work? CoRR Ian Osband, Zheng Wen, Seyed Mohammad Asghari, Vikranth Dwaracherla, Botao Hao, Morteza Ibrahimi, Dieterich Lawson, Xiuyuan Lu, Brendan O'Donoghue, Benjamin Van Roy
2021	J	`jnl`	Optimal Infinite Horizon Decentralized Networked Controllers With Unreliable Communication. IEEE Trans. Autom. Control. Yi Ouyang, Seyed Mohammad Asghari, Ashutosh Nayyar
2020	C	`conf`	Regret Analysis for Learning in a Multi-Agent Linear-Quadratic Control Problem. ACC Seyed Mohammad Asghari, Mukul Gagrani, Ashutosh Nayyar
2020	A	`conf`	Regret Bounds for Decentralized Learning in Cooperative Multi-Agent Dynamical Systems. UAI Seyed Mohammad Asghari, Yi Ouyang, Ashutosh Nayyar
2020	J	`jnl`	Regret Bounds for Decentralized Learning in Cooperative Multi-Agent Dynamical Systems. CoRR Seyed Mohammad Asghari, Yi Ouyang, Ashutosh Nayyar
2019	J	`jnl`	An Approximation Algorithm for Optimal Clique Cover Delivery in Coded Caching. IEEE Trans. Commun. Seyed Mohammad Asghari, Yi Ouyang, Ashutosh Nayyar, Amir Salman Avestimehr
2019	Misc	`conf`	Learning to Code: Coded Caching via Deep Reinforcement Learning. ACSSC Navid Naderializadeh, Seyed Mohammad Asghari
2019	J	`jnl`	Learning to Code: Coded Caching via Deep Reinforcement Learning. CoRR Navid Naderializadeh, Seyed Mohammad Asghari
2019	J	`jnl`	Optimal Local and Remote Controllers With Unreliable Uplink Channels. IEEE Trans. Autom. Control. Seyed Mohammad Asghari, Yi Ouyang, Ashutosh Nayyar
2018	C	`conf`	Decentralized Control of Stochastically Switched Linear System with Unreliable Communication. ACC Seyed Mohammad Asghari, Yi Ouyang, Ashutosh Nayyar
2018	J	`jnl`	Decentralized Control of Stochastically Switched Linear System with Unreliable Communication. CoRR Seyed Mohammad Asghari, Yi Ouyang, Ashutosh Nayyar
2018	—	`conf`	Optimal Coded Multicast in Cache Networks with Arbitrary Content Placement. ICC Seyed Mohammad Asghari, Yi Ouyang, Ashutosh Nayyar, Amir Salman Avestimehr
2018	J	`jnl`	Optimal Infinite Horizon Decentralized Networked Controllers with Unreliable Communication. CoRR Yi Ouyang, Seyed Mohammad Asghari, Ashutosh Nayyar
2018	C	`conf`	Optimal local and remote controllers with unreliable communication: the infinite horizon case. ACC Yi Ouyang, Seyed Mohammad Asghari, Ashutosh Nayyar
2017	J	`jnl`	Dynamic Teams and Decentralized Control Problems With Substitutable Actions. IEEE Trans. Autom. Control. Seyed Mohammad Asghari, Ashutosh Nayyar
2017	J	`jnl`	Optimal Coded Multicast in Cache Networks with Arbitrary Content Placement. CoRR Seyed Mohammad Asghari, Yi Ouyang, Ashutosh Nayyar, Amir Salman Avestimehr
2017	—	`conf`	Stochastic teams with randomized information structures. CDC Yi Ouyang, Seyed Mohammad Asghari, Ashutosh Nayyar
2016	J	`jnl`	Decentralized Control Problems with Substitutable Actions. CoRR Seyed Mohammad Asghari, Ashutosh Nayyar
2016	J	`jnl`	Dynamic Teams and Decentralized Control Problems with Substitutable Actions. CoRR Seyed Mohammad Asghari, Ashutosh Nayyar
2016	J	`jnl`	Optimal Local and Remote Controllers with Unreliable Communication. CoRR Yi Ouyang, Seyed Mohammad Asghari, Ashutosh Nayyar
2016	J	`jnl`	Optimal Local and Remote Controllers with Unreliable Uplink Channels. CoRR Seyed Mohammad Asghari, Yi Ouyang, Ashutosh Nayyar
2016	—	`conf`	Optimal local and remote controllers with unreliable communication. CDC Yi Ouyang, Seyed Mohammad Asghari, Ashutosh Nayyar
2015	—	`conf`	Decentralized control problems with substitutable actions. CDC Seyed Mohammad Asghari, Ashutosh Nayyar