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11 Results
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Poster
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Tue 9:00 |
Outlier-Robust Sparse Mean Estimation for Heavy-Tailed Distributions Ilias Diakonikolas · Daniel Kane · Jasper Lee · Ankit Pensia |
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Poster
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Tue 14:00 |
List-Decodable Sparse Mean Estimation via Difference-of-Pairs Filtering Ilias Diakonikolas · Daniel Kane · Sushrut Karmalkar · Ankit Pensia · Thanasis Pittas |
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Poster
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Tue 14:00 |
Robust Neural Posterior Estimation and Statistical Model Criticism Daniel Ward · Patrick Cannon · Mark Beaumont · Matteo Fasiolo · Sebastian Schmon |
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Poster
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Thu 14:00 |
Robust Graph Structure Learning via Multiple Statistical Tests Yaohua Wang · Fangyi Zhang · Ming Lin · Senzhang Wang · Xiuyu Sun · Rong Jin |
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Poster
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Thu 14:00 |
Improving Certified Robustness via Statistical Learning with Logical Reasoning Zhuolin Yang · Zhikuan Zhao · Boxin Wang · Jiawei Zhang · Linyi Li · Hengzhi Pei · Bojan Karlaš · Ji Liu · Heng Guo · Ce Zhang · Bo Li |
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Poster
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Thu 14:00 |
Robust Generalized Method of Moments: A Finite Sample Viewpoint Dhruv Rohatgi · Vasilis Syrgkanis |
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Poster
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Wed 9:00 |
Hypothesis Testing for Differentially Private Linear Regression Daniel Alabi · Salil Vadhan |
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Poster
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Tue 14:00 |
Statistical, Robustness, and Computational Guarantees for Sliced Wasserstein Distances Sloan Nietert · Ziv Goldfeld · Ritwik Sadhu · Kengo Kato |
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Poster
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Tue 14:00 |
Privacy Induces Robustness: Information-Computation Gaps and Sparse Mean Estimation Kristian Georgiev · Samuel Hopkins |
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Poster
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Thu 14:00 |
Robust Streaming PCA Daniel Bienstock · Minchan Jeong · Apurv Shukla · Se-Young Yun |
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Poster
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Tue 9:00 |
Outlier-Robust Sparse Estimation via Non-Convex Optimization Yu Cheng · Ilias Diakonikolas · Rong Ge · Shivam Gupta · Daniel Kane · Mahdi Soltanolkotabi |