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15 Results
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Poster
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Thu 9:00 |
Asymptotics of smoothed Wasserstein distances in the small noise regime Yunzi Ding · Jonathan Niles-Weed |
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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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Tue 9:00 |
Private Estimation with Public Data Alex Bie · Gautam Kamath · Vikrant Singhal |
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Poster
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Thu 14:00 |
Mean Estimation with User-level Privacy under Data Heterogeneity Rachel Cummings · Vitaly Feldman · Audra McMillan · Kunal Talwar |
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Poster
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Thu 9:00 |
Sobolev Acceleration and Statistical Optimality for Learning Elliptic Equations via Gradient Descent Yiping Lu · Jose Blanchet · Lexing Ying |
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Poster
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Thu 9:00 |
DP-PCA: Statistically Optimal and Differentially Private PCA Xiyang Liu · Weihao Kong · Prateek Jain · Sewoong Oh |
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Poster
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Thu 14:00 |
Semantic uncertainty intervals for disentangled latent spaces Swami Sankaranarayanan · Anastasios Angelopoulos · Stephen Bates · Yaniv Romano · Phillip Isola |
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Poster
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Thu 14:00 |
Private and Communication-Efficient Algorithms for Entropy Estimation Gecia Bravo-Hermsdorff · Róbert Busa-Fekete · Mohammad Ghavamzadeh · Andres Munoz Medina · Umar Syed |
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Poster
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Wed 9:00 |
New Lower Bounds for Private Estimation and a Generalized Fingerprinting Lemma Gautam Kamath · Argyris Mouzakis · Vikrant Singhal |
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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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Wed 9:00 |
Mean Estimation in High-Dimensional Binary Markov Gaussian Mixture Models Yihan Zhang · Nir Weinberger |
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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 |