This is a searchable repository of links to math videos. The database is regularly updated with videos from the following websites. If there is a source of videos which you would like to be added to this list, please send me an email at admin@videoarxiv.org.
All talks
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Title: What 2-layer neural nets can we optimize?
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Title: Tightening information-theoretic generalization bounds with data-dependent estimates with an application to SGLD
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Title: Fixing GAN optimization through competitive gradient descent
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Title: Spotlight Talks
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Title: Is optimization the right language to understand deep learning?
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Title: PAC-Bayesian approaches to understanding generalization in deep learning
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Title: Overcoming the Curse of Dimensionality and Mode Collapse
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Title: Are All Features Created Equal?
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Title: Energy-based Approaches to Representation Learning
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Title: On Large Deviation Principles for Large Neural Networks
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Title: Neural Models for Speech and Language: Successes, Challenges, and the Relationship to Computational Models of the Brain
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Title: On the Connection between Neural Networks and Kernels: a Modern Perspective
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Title: From Classical Statistics to Modern ML: the Lessons of Deep Learning
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Title: Spotlight talks
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