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