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Robust Sparse Mean Estimation via Sum of Squares.

, , , , and . COLT, volume 178 of Proceedings of Machine Learning Research, page 4703-4763. PMLR, (2022)

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Robust Sparse Mean Estimation via Sum of Squares., , , , and . COLT, volume 178 of Proceedings of Machine Learning Research, page 4703-4763. PMLR, (2022)Optimal Lottery Tickets via Subset Sum: Logarithmic Over-Parameterization is Sufficient., , , , and . NeurIPS, (2020)Robust Sparse Estimation for Gaussians with Optimal Error under Huber Contamination., , , , and . ICML, OpenReview.net, (2024)Simple Binary Hypothesis Testing Under Local Differential Privacy and Communication Constraints., , , and . IEEE Trans. Inf. Theory, 71 (1): 592-617 (January 2025)List-Decodable Sparse Mean Estimation via Difference-of-Pairs Filtering., , , , and . NeurIPS, (2022)Statistical Query Lower Bounds for List-Decodable Linear Regression., , , , and . NeurIPS, page 3191-3204. (2021)Deep Topic Models for Multi-label Learning., , , , and . AISTATS, volume 89 of Proceedings of Machine Learning Research, page 2849-2857. PMLR, (2019)A Subquadratic Time Algorithm for Robust Sparse Mean Estimation.. ICML, OpenReview.net, (2024)SoS Certificates for Sparse Singular Values and Their Applications: Robust Statistics, Subspace Distortion, and More., , , and . STOC, page 1701-1709. ACM, (2025)Outlier-Robust Sparse Mean Estimation for Heavy-Tailed Distributions., , , and . NeurIPS, (2022)