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Poster
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Thu 9:00 |
Active Learning with Neural Networks: Insights from Nonparametric Statistics Yinglun Zhu · Robert Nowak |
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Poster
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Wed 14:00 |
An Information-Theoretic Framework for Deep Learning Hong Jun Jeon · Benjamin Van Roy |
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Poster
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Wed 9:00 |
Identifiability of deep generative models without auxiliary information Bohdan Kivva · Goutham Rajendran · Pradeep Ravikumar · Bryon Aragam |
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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 |