A Separation in Heavy-Tailed Sampling: Gaussian vs. Stable Oracles for Proximal Samplers

Item #:

079017-2084

Details

DOI: https://doi.org/10.52202/079017-2084
Author(s): Krishnakumar Balasubramanian, Murat Erdogdu, Ye He, Alireza Mousavi-Hosseini
Pages: 65260-65296 (37 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/10.52202/079017-2084
Author(s): Krishnakumar Balasubramanian, Murat Erdogdu, Ye He, Alireza Mousavi-Hosseini
Pages: 65260-65296 (37 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)