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11 Results

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