Entangled Mean Estimation in High-DimensionsSymposium on the Theory of Computing (STOC), 2025 |
Near-Optimal Mean Estimation with Unknown, Heteroskedastic VariancesSymposium on the Theory of Computing (STOC), 2023 |
Rank-based Decomposable Losses in Machine Learning: A SurveyIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 |
Learning Mixtures of Low-Rank ModelsIEEE Transactions on Information Theory (IEEE Trans. Inf. Theory), 2020 |
Learning Entangled Single-Sample Gaussians in the Subset-of-Signals
ModelAnnual Conference Computational Learning Theory (COLT), 2020 |