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Poster
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On Translation and Reconstruction Guarantees of the Cycle-Consistent Generative Adversarial Networks
Anish Chakrabarty · Swagatam Das
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Poster
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Conditional Meta-Learning of Linear Representations
Giulia Denevi · Massimiliano Pontil · Carlo Ciliberto
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Poster
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Wed 14:00
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An Information-Theoretic Framework for Deep Learning
Hong Jun Jeon · Benjamin Van Roy
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Poster
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Thu 9:00
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Effective Dimension in Bandit Problems under Censorship
Gauthier Guinet · Saurabh Amin · Patrick Jaillet
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Poster
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Wed 9:00
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Stability and Generalization Analysis of Gradient Methods for Shallow Neural Networks
Yunwen Lei · Rong Jin · Yiming Ying
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Poster
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Wed 14:00
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A Near-Optimal Primal-Dual Method for Off-Policy Learning in CMDP
Fan Chen · Junyu Zhang · Zaiwen Wen
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Workshop
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Predicting electrolyte solution properties by combining neural network accelerated molecular dynamics and continuum solvent theory.
Timothy T Duignan · Junji Zhang · Joshua Pagotto
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Poster
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Thu 14:00
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Reconstruction on Trees and Low-Degree Polynomials
Frederic Koehler · Elchanan Mossel
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Poster
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Wed 9:00
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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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Tue 9:00
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A Multilabel Classification Framework for Approximate Nearest Neighbor Search
Ville Hyvönen · Elias Jääsaari · Teemu Roos
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Poster
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Wed 14:00
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Active Learning Polynomial Threshold Functions
Omri Ben-Eliezer · Max Hopkins · Chutong Yang · Hantao Yu
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Poster
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Thu 14:00
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SQ Lower Bounds for Learning Single Neurons with Massart Noise
Ilias Diakonikolas · Daniel Kane · Lisheng Ren · Yuxin Sun
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