Event Videos
Short Talks/Discussion
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Florent Krzakala: How Does Gradient Descent Find A Good Minima, Instead of Spurious Ones?
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Short Talks
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Eric Vanden-Eijnden: Global Convergence of Neuron Birth-Death Dynamics
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Learning the Universe With Machine Learning Steps to Open the Pandora Box
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Kyunghyum Cho: Can a Neural Net Find a New Linguistic Law On Its Own?
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Barnabas Poczos: Machine Learning for Science Some Open Questions
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Thomas Anglès, Roberto Leonarduzi, Stephani Mallat, Louis Thiry, John Sarka, Sixin Zhang: Multiscale Interactions In Physics and Machine Learning With Deep Nets
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Nati Srebro: Can You Help Us Understand Deep Learning
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