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Alex Ayoub

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

5

Venues

3

Active years

2020–2025

Best venue rank

A*

Where they publish

Papers

5 indexed papers, newest first.

YearVenueTitleAuthors
2025WWWDoes Weighting Improve Matrix Factorization for Recommender Systems?Alex Ayoub, Samuel Robertson, Dawen Liang, Harald Steck, Nathan Kallus
2024AISTATSExploration via linearly perturbed loss minimisation.David Janz, Shuai Liu, Alex Ayoub, Csaba Szepesvri
2024ICMLSwitching the Loss Reduces the Cost in Batch Reinforcement Learning.Alex Ayoub, Kaiwen Wang, Vincent Liu, Samuel Robertson, James McInerney, Dawen Liang, Nathan Kallus, Csaba Szepesvri
2021ICMLRandomized Exploration in Reinforcement Learning with General Value Function Approximation.Haque Ishfaq, Qiwen Cui, Viet Nguyen, Alex Ayoub, Zhuoran Yang, Zhaoran Wang, Doina Precup, Lin Yang
2020ICMLModel-Based Reinforcement Learning with Value-Targeted Regression.Alex Ayoub, Zeyu Jia, Csaba Szepesvri, Mengdi Wang, Lin Yang