Search Results for author: Haoyue Feng

Found 1 papers, 0 papers with code

Tuning Stochastic Gradient Algorithms for Statistical Inference via Large-Sample Asymptotics

no code implementations25 Jul 2022 Jeffrey Negrea, Jun Yang, Haoyue Feng, Daniel M. Roy, Jonathan H. Huggins

The tuning of stochastic gradient algorithms (SGAs) for optimization and sampling is often based on heuristics and trial-and-error rather than generalizable theory.

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