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Liu, Sifan
6 publications
JMLR
2025
Selective Inference with Distributed Data
Sifan Liu
,
Snigdha Panigrahi
NeurIPS
2023
Langevin Quasi-Monte Carlo
Sifan Liu
JMLR
2021
Quasi-Monte Carlo Quasi-Newton in Variational Bayes
Sifan Liu
,
Art B. Owen
NeurIPS
2020
Optimal Iterative Sketching Methods with the Subsampled Randomized Hadamard Transform
Jonathan Lacotte
,
Sifan Liu
,
Edgar Dobriban
,
Mert Pilanci
ICLR
2020
Ridge Regression: Structure, Cross-Validation, and Sketching
Sifan Liu
,
Edgar Dobriban
NeurIPS
2019
Asymptotics for Sketching in Least Squares Regression
Edgar Dobriban
,
Sifan Liu