Categorical Feature Compression via Submodular Optimization. - MohammadHossein Bateni; Lin Chen; Hossein Esfandiari; Thomas Fu; Vahab S. Mirrokni; Afshin Rostamizadeh (ICML, 2019)

Locality-Sensitive Hashing for f-Divergences: Mutual Information Loss and Beyond. - Lin Chen; Hossein Esfandiari; Thomas Fu; Vahab S. Mirrokni (CoRR, 2019)

Fast Low-Rank Tensor Decomposition by Ridge Leverage Score Sampling. - Matthew Fahrbach; Mehrdad Ghadiri; Thomas Fu (CoRR, 2021)

Subquadratic Kronecker Regression with Applications to Tensor Decomposition. - Matthew Fahrbach; Thomas Fu; Mehrdad Ghadiri (CoRR, 2022)