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Dive into the research topics where Alexander A. Alemi is active.

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

Collaboration


Dive into the Alexander A. Alemi's collaboration.

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