Mohammad Javad Azizi

According to our database1, Mohammad Javad Azizi authored at least 9 papers between 2018 and 2024.

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Bibliography

2024
Non-stationary Bandits and Meta-Learning with a Small Set of Optimal Arms.
RLJ, 2024

2023
Meta-Learning for Simple Regret Minimization.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
Fixed-Budget Best-Arm Identification in Structured Bandits.
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

2021
A robust simulation optimization algorithm using kriging and particle swarm optimization: Application to surgery room optimization.
Commun. Stat. Simul. Comput., 2021

Guaranteed Fixed-Confidence Best Arm Identification in Multi-Armed Bandits: Simple Sequential Elimination Algorithms.
CoRR, 2021

Fixed-Budget Best-Arm Identification in Contextual Bandits: A Static-Adaptive Algorithm.
CoRR, 2021

A data-driven robust optimization algorithm for black-box cases: An application to hyper-parameter optimization of machine learning algorithms.
Comput. Ind. Eng., 2021

2019
Learning Optimal and Fair Decision Trees for Non-Discriminative Decision-Making.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018
Designing Fair, Efficient, and Interpretable Policies for Prioritizing Homeless Youth for Housing Resources.
Proceedings of the Integration of Constraint Programming, Artificial Intelligence, and Operations Research, 2018


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