Small steps no more: Global convergence of stochastic gradient bandits for arbitrary learning rates

Item #:

079017-2371

Details

DOI: https://doi.org/10.52202/079017-2371
Author(s): Alekh Agarwal, Bo Dai, Jincheng Mei, Anant Raj, Dale Schuurmans, Csaba Szepesvári, Sharan Vaswani
Pages: 74487-74527 (41 pages)
Format: PDF Paper Download
Conference: Advances in Neural Information Processing Systems 37
Date/Location: Held 10-15 December 2024, Vancouver, Canada.
Series: Advances in Neural Information Processing Systems 37
Publisher: Neural Information Processing Systems Foundation, Inc. (NeurIPS)

DOI: https://doi.org/10.52202/079017-2371
Author(s): Alekh Agarwal, Bo Dai, Jincheng Mei, Anant Raj, Dale Schuurmans, Csaba Szepesvári, Sharan Vaswani
Pages: 74487-74527 (41 pages)
Format: PDF Paper Download
Conference: Advances in Neural Information Processing Systems 37
Date/Location: Held 10-15 December 2024, Vancouver, Canada.
Series: Advances in Neural Information Processing Systems 37
Publisher: Neural Information Processing Systems Foundation, Inc. (NeurIPS)