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Matt J. Kusner

Washington University in St. Louis

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Publication

Featured researches published by Matt J. Kusner.

international conference on machine learning | 2015

From Word Embeddings To Document Distances

Matt J. Kusner; Yu Sun; Nicholas I. Kolkin; Kilian Q. Weinberger

international conference on machine learning | 2014

Bayesian Optimization with Inequality Constraints

Jacob R. Gardner; Matt J. Kusner; Zhixiang; Kilian Q. Weinberger; John P. Cunningham

international conference on machine learning | 2013

Cost-Sensitive Tree of Classifiers

Zhixiang Eddie Xu; Matt J. Kusner; Kilian Q. Weinberger; Minmin Chen

Journal of Machine Learning Research | 2014

Classifier cascades and trees for minimizing feature evaluation cost

Zhixiang Eddie Xu; Matt J. Kusner; Kilian Q. Weinberger; Minmin Chen; Olivier Chapelle

arXiv: Machine Learning | 2016

GANS for Sequences of Discrete Elements with the Gumbel-softmax Distribution.

Matt J. Kusner; José Miguel Hernández-Lobato

neural information processing systems | 2017

Counterfactual Fairness

Matt J. Kusner; Joshua R. Loftus; Chris Russell; Ricardo Silva

international conference on machine learning | 2017

Grammar Variational Autoencoder.

Matt J. Kusner; Brooks Paige; José Miguel Hernández-Lobato

international conference on machine learning | 2014

Stochastic Neighbor Compression

Matt J. Kusner; Stephen Tyree; Kilian Q. Weinberger; Kunal Agrawal

arXiv: Learning | 2015

Deep Manifold Traversal: Changing Labels with Convolutional Features

Jacob R. Gardner; Matt J. Kusner; Yixuan Li; Paul Upchurch; Kilian Q. Weinberger; John E. Hopcroft

national conference on artificial intelligence | 2014

Feature-cost sensitive learning with submodular trees of classifiers

Matt J. Kusner; Wenlin Chen; Quan Zhou; Zhixiang Eddie Xu; Kilian Q. Weinberger; Yixin Chen

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Kilian Q. Weinberger

Cornell University

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Chris Russell

Oxford Brookes University

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Ricardo Silva

University College London

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Yu Sun

Cornell University

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Zhixiang Eddie Xu

Washington University in St. Louis

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Adrià Gascón

University of Warwick

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Brooks Paige

University of Oxford

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Jacob R. Gardner

Washington University in St. Louis

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José Miguel Hernández-Lobato

Harvard University

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Nicholas I. Kolkin

Washington University in St. Louis

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