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Poster
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Wed 7:45
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A Theory-Based Evaluation of Nearest Neighbor Models Put Into Practice
Hendrik Fichtenberger · Dennis Rohde
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Workshop
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Fri 6:40
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Adversarial Vision Challenge: Theory-inspired Approaches for Adversarial Machine Learning
susu xu · Yaodong Yu
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Workshop
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Fri 14:30
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Tomaso Poggio (MIT): Dynamical System Theory for Deep Learning
Tomaso Poggio
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Poster
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Wed 7:45
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On Binary Classification in Extreme Regions
Hamid Jalalzai · Stephan Clémençon · Anne Sabourin
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Workshop
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Fri 14:45
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Causality in Physics and Effective Theories of Agency
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Workshop
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Fri 6:30
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Hoda Heidari - What Can Fair ML Learn from Economic Theories of Distributive Justice?
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Workshop
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Sat 5:00
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Integration of Deep Learning Theories
Richard Baraniuk · Anima Anandkumar · Stephane Mallat · Ankit Patel · nhật Hồ
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Workshop
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Sat 11:45
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Modelling User's Theory of AI's Mind in Interactive Intelligent Systems
Tomi Peltola
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Workshop
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Sat 6:40
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Invited talk 2: Machine Learning and Cryptography: Challenges and Opportunities
Shafi Goldwasser
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Poster
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Thu 7:45
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Bayesian Model Selection Approach to Boundary Detection with Non-Local Priors
Fei Jiang · Guosheng Yin · Francesca Dominici
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Poster
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Wed 14:00
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Are ResNets Provably Better than Linear Predictors?
Ohad Shamir
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Workshop
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Fri 5:50
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Improving Generative Adversarial Networks using Game Theory and Statistics
Constantinos Daskalakis
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