Alekh Agarwal

Name: dblp XML data dump
Creator: Schloss Dagstuhl - Leibniz Center for Informatics
Published: 1993
License: https://creativecommons.org/publicdomain/zero/1.0/
Keywords: dblp, XML, computer science, scholarly publications, metadata

◀ ▶ joint publications with Dale Schuurmans

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Publications

2025
[i91]
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  - journals/corr/abs-2502-07141
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Jincheng Mei, Bo Dai, Alekh Agarwal, Sharan Vaswani, Anant Raj, Csaba Szepesvári, Dale Schuurmans:
Small steps no more: Global convergence of stochastic gradient bandits for arbitrary learning rates. CoRR abs/2502.07141 (2025)
[i88]
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  - journals/corr/abs-2504-02130
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Jincheng Mei, Bo Dai, Alekh Agarwal, Mohammad Ghavamzadeh, Csaba Szepesvári, Dale Schuurmans:
Ordering-based Conditions for Global Convergence of Policy Gradient Methods. CoRR abs/2504.02130 (2025)
[i87]
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  - journals/corr/abs-2505-03155
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Max Qiushi Lin, Jincheng Mei, Matin Aghaei, Michael Lu, Bo Dai, Alekh Agarwal, Dale Schuurmans, Csaba Szepesvári, Sharan Vaswani:
Rethinking the Global Convergence of Softmax Policy Gradient with Linear Function Approximation. CoRR abs/2505.03155 (2025)
2024
[c82]
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  - conf/nips/Mei0AVRSS24
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Jincheng Mei, Bo Dai, Alekh Agarwal, Sharan Vaswani, Anant Raj, Csaba Szepesvári, Dale Schuurmans:
Small steps no more: Global convergence of stochastic gradient bandits for arbitrary learning rates. NeurIPS 2024
[i82]
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  - journals/corr/abs-2402-17235
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Jincheng Mei, Zixin Zhong, Bo Dai, Alekh Agarwal, Csaba Szepesvári, Dale Schuurmans:
Stochastic Gradient Succeeds for Bandits. CoRR abs/2402.17235 (2024)
2023
[c78]
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  - conf/icml/MeiZ0ASS23
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Jincheng Mei, Zixin Zhong, Bo Dai, Alekh Agarwal, Csaba Szepesvári, Dale Schuurmans:
Stochastic Gradient Succeeds for Bandits. ICML 2023: 24325-24360
[c77]
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Jincheng Mei, Bo Dai, Alekh Agarwal, Mohammad Ghavamzadeh, Csaba Szepesvári, Dale Schuurmans:
Ordering-based Conditions for Global Convergence of Policy Gradient Methods. NeurIPS 2023

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