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Alexander A. Alemi

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Neural Tangents: Fast and Easy Infinite Neural Networks in Python

Dec 05, 2019
Roman Novak, Lechao Xiao, Jiri Hron, Jaehoon Lee, Alexander A. Alemi, Jascha Sohl-Dickstein, Samuel S. Schoenholz

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Information in Infinite Ensembles of Infinitely-Wide Neural Networks

Nov 23, 2019
Ravid Shwartz-Ziv, Alexander A. Alemi

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Variational Predictive Information Bottleneck

Oct 23, 2019
Alexander A. Alemi

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On Predictive Information Sub-optimality of RNNs

Oct 21, 2019
Zhe Dong, Deniz Oktay, Ben Poole, Alexander A. Alemi

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On Variational Bounds of Mutual Information

May 16, 2019
Ben Poole, Sherjil Ozair, Aaron van den Oord, Alexander A. Alemi, George Tucker

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On the Use of ArXiv as a Dataset

Apr 30, 2019
Colin B. Clement, Matthew Bierbaum, Kevin P. O'Keeffe, Alexander A. Alemi

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$β$-VAEs can retain label information even at high compression

Dec 06, 2018
Emily Fertig, Aryan Arbabi, Alexander A. Alemi

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GILBO: One Metric to Measure Them All

Oct 27, 2018
Alexander A. Alemi, Ian Fischer

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TherML: Thermodynamics of Machine Learning

Oct 04, 2018
Alexander A. Alemi, Ian Fischer

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Uncertainty in the Variational Information Bottleneck

Jul 02, 2018
Alexander A. Alemi, Ian Fischer, Joshua V. Dillon

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