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Multiscale Score Matching for Out-of-Distribution Detection

Oct 27, 2020
Ahsan Mahmood, Junier Oliva, Martin Styner

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Deep Message Passing on Sets

Sep 21, 2019
Yifeng Shi, Junier Oliva, Marc Niethammer

* 11 pages, 8 figures 

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Sep 18, 2019
Siyuan Shan, Junier Oliva

* 8 pages 

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MolecularRNN: Generating realistic molecular graphs with optimized properties

May 31, 2019
Mariya Popova, Mykhailo Shvets, Junier Oliva, Olexandr Isayev

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Permutation Invariant Likelihoods and Equivariant Transformations

Feb 05, 2019
Chris Bender, Juan Jose Garcia, Kevin O'Connor, Junier Oliva

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A Forest from the Trees: Generation through Neighborhoods

Feb 04, 2019
Yang Li, Tianxiang Gao, Junier Oliva

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Bayesian Nonparametric Kernel-Learning

Jan 30, 2018
Junier Oliva, Avinava Dubey, Andrew G. Wilson, Barnabas Poczos, Jeff Schneider, Eric P. Xing

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Estimating Cosmological Parameters from the Dark Matter Distribution

Nov 06, 2017
Siamak Ravanbakhsh, Junier Oliva, Sebastien Fromenteau, Layne C. Price, Shirley Ho, Jeff Schneider, Barnabas Poczos

* ICML 2016 

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Fast Function to Function Regression

Oct 27, 2014
Junier Oliva, Willie Neiswanger, Barnabas Poczos, Eric Xing, Jeff Schneider

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