Seyed Mohammad Asghari

Orcid: 0000-0003-1614-4669

According to our database1, Seyed Mohammad Asghari authored at least 22 papers between 2015 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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Links

On csauthors.net:

Bibliography

2024
Efficient Exploration for LLMs.
Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023
Ensembles for Uncertainty Estimation: Benefits of Prior Functions and Bootstrapping.
Trans. Mach. Learn. Res., 2023

Approximate Thompson Sampling via Epistemic Neural Networks.
Proceedings of the Uncertainty in Artificial Intelligence, 2023

Epistemic Neural Networks.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022
Fine-Tuning Language Models via Epistemic Neural Networks.
CoRR, 2022

Robustness of Epinets against Distributional Shifts.
CoRR, 2022

Evaluating high-order predictive distributions in deep learning.
Proceedings of the Uncertainty in Artificial Intelligence, 2022

The Neural Testbed: Evaluating Joint Predictions.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021
Optimal Infinite Horizon Decentralized Networked Controllers With Unreliable Communication.
IEEE Trans. Autom. Control., 2021

Evaluating Predictive Distributions: Does Bayesian Deep Learning Work?
CoRR, 2021

2020
Regret Bounds for Decentralized Learning in Cooperative Multi-Agent Dynamical Systems.
Proceedings of the Thirty-Sixth Conference on Uncertainty in Artificial Intelligence, 2020

Regret Analysis for Learning in a Multi-Agent Linear-Quadratic Control Problem.
Proceedings of the 2020 American Control Conference, 2020

2019
An Approximation Algorithm for Optimal Clique Cover Delivery in Coded Caching.
IEEE Trans. Commun., 2019

Optimal Local and Remote Controllers With Unreliable Uplink Channels.
IEEE Trans. Autom. Control., 2019

Learning to Code: Coded Caching via Deep Reinforcement Learning.
Proceedings of the 53rd Asilomar Conference on Signals, Systems, and Computers, 2019

2018
Optimal Coded Multicast in Cache Networks with Arbitrary Content Placement.
Proceedings of the 2018 IEEE International Conference on Communications, 2018

Optimal local and remote controllers with unreliable communication: the infinite horizon case.
Proceedings of the 2018 Annual American Control Conference, 2018

Decentralized Control of Stochastically Switched Linear System with Unreliable Communication.
Proceedings of the 2018 Annual American Control Conference, 2018

2017
Dynamic Teams and Decentralized Control Problems With Substitutable Actions.
IEEE Trans. Autom. Control., 2017

Stochastic teams with randomized information structures.
Proceedings of the 56th IEEE Annual Conference on Decision and Control, 2017

2016
Optimal local and remote controllers with unreliable communication.
Proceedings of the 55th IEEE Conference on Decision and Control, 2016

2015
Decentralized control problems with substitutable actions.
Proceedings of the 54th IEEE Conference on Decision and Control, 2015


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