Query lower bounds for log-concave sampling

Log-concave sampling has witnessed remarkable algorithmic advances in recent years, but the corresponding problem of proving lower bounds for this task has remained elusive, with lower bounds previously known only in dimension one. In this work, we establish the following query lower bounds: (1) s...

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Bibliographic Details
Main Authors: Chewi, Sinho, de Dios Pont, Jaume, Li, Jerry, Lu, Chen, Narayanan, Shyam
Format: Article
Language:English
Published: Association for Computing Machinery 2024
Online Access:https://hdl.handle.net/1721.1/155703