24 citations · 52 across the 13 of their papers we have counts for
Showing 2023Show all
2 papers · 1 filter
stat.ME2023
An Exact Sampler for Inference after Polyhedral Model Selection
Sifan Liu
Inference after model selection presents computational challenges when dealing with intractable conditional distributions. Markov chain Monte Carlo (MCMC) is a common method for sa…
stat.ME2023★ 1 cited
Selective Inference with Distributed Data
Sifan Liu, Snigdha Panigrahi
As datasets grow larger, they are often distributed across multiple machines that compute in parallel and communicate with a central machine through short messages. In this paper,…