Information in Infinite Ensembles of Infinitely-Wide Neural Networks

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Abstract

Finding generalization signals using information for infinitely-wide neural networks.

Date
Dec 8, 2019 12:00 AM
Location
2nd Symposium on Advances in Approximate Bayesian Inference, Vancouver, Canada
Vancouver,
Ravid Shwartz Ziv
Ravid Shwartz Ziv
AI Researcher

AI researcher at Meta MSL with a background in information theory and computational neuroscience, working on world models, memory, and compression. Former Assistant Professor and Faculty Fellow at NYU. My industry experience spans Wand AI, Intel, Google AI, and Wikipedia.