Beyond Moments: Robustly Learning Affine Transformations with
Asymptotically Optimal ErrorIEEE Annual Symposium on Foundations of Computer Science (FOCS), 2023 |
A New Approach to Learning Linear Dynamical SystemsSymposium on the Theory of Computing (STOC), 2023 |
List-Decodable Covariance EstimationSymposium on the Theory of Computing (STOC), 2022 |
Semi-verified PAC Learning from the CrowdInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2021 |
Robust and Differentially Private Mean EstimationNeural Information Processing Systems (NeurIPS), 2021 |
Robustly Learning Mixtures of Arbitrary GaussiansSymposium on the Theory of Computing (STOC), 2020 |
List-Decodable Mean Estimation in Nearly-PCA TimeNeural Information Processing Systems (NeurIPS), 2020 |
List Decodable Subspace RecoveryAnnual Conference Computational Learning Theory (COLT), 2020 |