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Poster
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Wed 9:00
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When Do Neural Networks Outperform Kernel Methods?
Behrooz Ghorbani · Song Mei · Theodor Misiakiewicz · Andrea Montanari
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Poster
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Wed 9:00
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Gradient Regularized V-Learning for Dynamic Treatment Regimes
Yao Zhang · Mihaela van der Schaar
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Poster
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Wed 9:00
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Why Do Deep Residual Networks Generalize Better than Deep Feedforward Networks? --- A Neural Tangent Kernel Perspective
Kaixuan Huang · Yuqing Wang · Molei Tao · Tuo Zhao
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Poster
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Mon 21:00
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Beta Embeddings for Multi-Hop Logical Reasoning in Knowledge Graphs
Hongyu Ren · Jure Leskovec
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Oral
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Mon 18:00
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When and How to Lift the Lockdown? Global COVID-19 Scenario Analysis and Policy Assessment using Compartmental Gaussian Processes
Zhaozhi Qian · Ahmed Alaa · Mihaela van der Schaar
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Poster
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Wed 9:00
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Universal Domain Adaptation through Self Supervision
Kuniaki Saito · Donghyun Kim · Stan Sclaroff · Kate Saenko
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Poster
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Wed 9:00
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Kernel Methods Through the Roof: Handling Billions of Points Efficiently
Giacomo Meanti · Luigi Carratino · Lorenzo Rosasco · Alessandro Rudi
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Oral
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Wed 6:15
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Kernel Methods Through the Roof: Handling Billions of Points Efficiently
Giacomo Meanti · Luigi Carratino · Lorenzo Rosasco · Alessandro Rudi
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Poster
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Mon 21:00
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When and How to Lift the Lockdown? Global COVID-19 Scenario Analysis and Policy Assessment using Compartmental Gaussian Processes
Zhaozhi Qian · Ahmed Alaa · Mihaela van der Schaar
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Poster
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Wed 9:00
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Learning Mutational Semantics
Brian Hie · Ellen Zhong · Bryan Bryson · Bonnie Berger
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Poster
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Tue 9:00
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A Loss Function for Generative Neural Networks Based on Watson’s Perceptual Model
Steffen Czolbe · Oswin Krause · Ingemar Cox · Christian Igel
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Poster
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Wed 21:00
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Estimation of Skill Distribution from a Tournament
Ali Jadbabaie · Anuran Makur · Devavrat Shah
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