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Robust Sparse Mean Estimation via Sum of Squares.

I. Diakonikolas, D. Kane, S. Karmalkar, A. Pensia, and T. Pittas. COLT, volume 178 of Proceedings of Machine Learning Research, page 4703-4763. PMLR, (2022)

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Ankit Mittal

Ankit Goyal

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Robust Sparse Mean Estimation via Sum of Squares.I. Diakonikolas, D. Kane, S. Karmalkar, A. Pensia, and T. Pittas. 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.A. Pensia, S. Rajput, A. Nagle, H. Vishwakarma, and D. Papailiopoulos. NeurIPS, (2020)Robust Sparse Estimation for Gaussians with Optimal Error under Huber Contamination.I. Diakonikolas, D. Kane, S. Karmalkar, A. Pensia, and T. Pittas. ICML, OpenReview.net, (2024)Simple Binary Hypothesis Testing Under Local Differential Privacy and Communication Constraints.A. Pensia, A. Asadi, V. Jog, and P. Loh. IEEE Trans. Inf. Theory, 71 (1): 592-617 (January 2025)Outlier-Robust Sparse Mean Estimation for Heavy-Tailed Distributions.I. Diakonikolas, D. Kane, J. Lee, and A. Pensia. NeurIPS, (2022)Simple Binary Hypothesis Testing under Local Differential Privacy and Communication Constraints.A. Pensia, A. Asadi, V. Jog, and P. Loh. COLT, volume 195 of Proceedings of Machine Learning Research, page 3229-3230. PMLR, (2023)Simple Binary Hypothesis Testing under Communication Constraints.A. Pensia, P. Loh, and V. Jog. ISIT, page 3297-3302. IEEE, (2022)Optimal Robust Estimation under Local and Global Corruptions: Stronger Adversary and Smaller Error.T. Pittas, and A. Pensia. CoRR, (2024)List-Decodable Sparse Mean Estimation via Difference-of-Pairs Filtering.I. Diakonikolas, D. Kane, S. Karmalkar, A. Pensia, and T. Pittas. NeurIPS, (2022)Statistical Query Lower Bounds for List-Decodable Linear Regression.I. Diakonikolas, D. Kane, A. Pensia, T. Pittas, and A. Stewart. NeurIPS, page 3191-3204. (2021)

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Disambiguation of "Pensia, Ankit"

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Robust Sparse Mean Estimation via Sum of Squares.

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Ankit Mittal

Ankit Goyal

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Disambiguation of "Pensia, Ankit"

copydeleteadd this publication to your clipboardcommunity posthistory of this postURLDOIBibTeXEndNoteAPAChicagoDIN 1505HarvardMSOffice XML Robust Sparse Mean Estimation via Sum of Squares.

Please choose a person to relate this publication to

Ankit Mittal

Ankit Goyal

Other publications of authors with the same name

Disambiguation

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URL
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Robust Sparse Mean Estimation via Sum of Squares.