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Workshop
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Improving Cooperative Game Theory-based Data Valuation via Data Utility Learning
Tianhao Wang · Yu Yang · Ruoxi Jia
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Workshop
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Fri 10:20
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Deep learning theory vs traditional theory of algorithms
Sanjeev Arora
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Workshop
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Fri 8:55
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Group Symmetry in PAC Learning
Bryn Elesedy
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Workshop
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Group Symmetry in PAC Learning
Bryn Elesedy
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Poster
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Thu 10:30
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Approximation and Learning with Deep Convolutional Models: a Kernel Perspective
Alberto Bietti
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Poster
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Wed 10:30
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The Effects of Invertibility on the Representational Complexity of Encoders in Variational Autoencoders
Divyansh Pareek · Andrej Risteski
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Poster
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Wed 2:30
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On the Limitations of Multimodal VAEs
Imant Daunhawer · Thomas Sutter · Kieran Chin-Cheong · Emanuele Palumbo · Julia E Vogt
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Poster
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Thu 18:30
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On the Generalization of Models Trained with SGD: Information-Theoretic Bounds and Implications
Ziqiao Wang · Yongyi Mao
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Poster
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Wed 10:30
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Provably Filtering Exogenous Distractors using Multistep Inverse Dynamics
Yonathan Efroni · Dipendra Kumar Misra · Akshay Krishnamurthy · Alekh Agarwal · John Langford
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Poster
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Wed 10:30
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Towards Building A Group-based Unsupervised Representation Disentanglement Framework
Tao Yang · Xuanchi Ren · Yuwang Wang · Wenjun Zeng · Nanning Zheng
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Oral
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Mon 18:15
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Provably Filtering Exogenous Distractors using Multistep Inverse Dynamics
Yonathan Efroni · Dipendra Kumar Misra · Akshay Krishnamurthy · Alekh Agarwal · John Langford
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Poster
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Wed 2:30
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On the Optimal Memorization Power of ReLU Neural Networks
Gal Vardi · Gilad Yehudai · Ohad Shamir
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