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Poster
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Tue 9:00 |
A permutation-free kernel two-sample test Shubhanshu Shekhar · Ilmun Kim · Aaditya Ramdas |
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Poster
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Wed 9:00 |
Subspace clustering in high-dimensions: Phase transitions & Statistical-to-Computational gap Luca Pesce · Bruno Loureiro · Florent Krzakala · Lenka Zdeborová |
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Poster
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Tue 9:00 |
Learning (Very) Simple Generative Models Is Hard Sitan Chen · Jerry Li · Yuanzhi Li |
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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 |
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Poster
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Thu 9:00 |
An Analytical Theory of Curriculum Learning in Teacher-Student Networks Luca Saglietti · Stefano Mannelli · Andrew Saxe |
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Poster
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Thu 9:00 |
Invariance Learning based on Label Hierarchy Shoji Toyota · Kenji Fukumizu |
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Poster
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Tue 14:00 |
A Regret-Variance Trade-Off in Online Learning Dirk van der Hoeven · Nikita Zhivotovskiy · Nicolò Cesa-Bianchi |
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Poster
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Thu 14:00 |
Rapidly Mixing Multiple-try Metropolis Algorithms for Model Selection Problems Hyunwoong Chang · Changwoo Lee · Zhao Tang Luo · Huiyan Sang · Quan Zhou |
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Poster
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Wed 9:00 |
Beyond black box densities: Parameter learning for the deviated components Dat Do · Nhat Ho · XuanLong Nguyen |
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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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Thu 9:00 |
Acceleration in Distributed Sparse Regression Marie Maros · Gesualdo Scutari |
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Poster
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Wed 14:00 |
Active Learning Polynomial Threshold Functions Omri Ben-Eliezer · Max Hopkins · Chutong Yang · Hantao Yu |