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Alexander A. Alemi

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Publication

Featured researches published by Alexander A. Alemi.

national conference on artificial intelligence | 2016

Inception-v4, Inception-ResNet and the Impact of Residual Connections on Learning

Christian Szegedy; Sergey Ioffe; Vincent Vanhoucke; Alexander A. Alemi

international conference on learning representations | 2017

Deep Variational Information Bottleneck

Alexander A. Alemi; Ian Fischer; Joshua V. Dillon; Kevin P. Murphy

neural information processing systems | 2016

DeepMath - Deep Sequence Models for Premise Selection

Alexander A. Alemi; François Chollet; Geoffrey Irving; Christian Szegedy; Josef Urban

arXiv: Learning | 2016

Improved generator objectives for GANs

Ben Poole; Alexander A. Alemi; Jascha Sohl-Dickstein; Anelia Angelova

international conference on machine learning | 2018

Fixing a Broken ELBO

Alexander A. Alemi; Ben Poole; Ian Fischer; Joshua V. Dillon; Rif A. Saurous; Kevin P. Murphy

arXiv: Learning | 2018

Uncertainty in the Variational Information Bottleneck.

Alexander A. Alemi; Ian Fischer; Joshua V. Dillon

Archive | 2017

Tree-Structured Variational Autoencoder

Richard Shin; Alexander A. Alemi; Geoffrey Irving; Oriol Vinyals

neural information processing systems | 2018

Watch Your Step: Learning Node Embeddings via Graph Attention

Sami Abu-El-Haija; Bryan Perozzi; Rami Al-Rfou; Alexander A. Alemi

neural information processing systems | 2018

GILBO: One Metric to Measure Them All

Alexander A. Alemi; Ian Fischer

arXiv: Learning | 2018

TherML: The Thermodynamics of Machine Learning

Alexander A. Alemi; Ian Fischer

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Collaboration

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Ian Fischer

Google

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Joshua V. Dillon

Google

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Ben Poole

Stanford University

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Christian Szegedy

Google

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Geoffrey Irving

Google

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Kevin P. Murphy

Google

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Anelia Angelova

Google

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Bryan Perozzi

Stony Brook University

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François Chollet

Google

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Jascha Sohl-Dickstein

Cornell University

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