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Junier B. Oliva

Carnegie Mellon University

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Publication

Featured researches published by Junier B. Oliva.

international conference on machine learning | 2013

Distribution to Distribution Regression

Junier B. Oliva; Barnabás Póczos; Jeff G. Schneider

international conference on artificial intelligence and statistics | 2014

Fast Distribution To Real Regression

Junier B. Oliva; Willie Neiswanger; Barnabás Póczos; Jeff G. Schneider; Eric P. Xing

international conference on artificial intelligence and statistics | 2016

Bayesian Nonparametric Kernel-Learning

Junier B. Oliva; Avinava Dubey; Andrew Gordon Wilson; Barnabás Póczos; Jeff G. Schneider; Eric P. Xing

international conference on artificial intelligence and statistics | 2015

Fast Function to Function Regression

Junier B. Oliva; Willie Neiswanger; Barnabás Póczos; Eric P. Xing; Hy Trac; Shirley Ho; Jeff G. Schneider

national conference on artificial intelligence | 2016

Linear-time learning on distributions with approximate kernel embeddings

Dougal J. Sutherland; Junier B. Oliva; Barnabás Póczos; Jeff G. Schneider

international joint conference on artificial intelligence | 2016

Nonparametric risk and stability analysis for multi-task learning problems

Xuezhi Wang; Junier B. Oliva; Jeff G. Schneider; Barnabás Póczos

international conference on machine learning | 2016

Estimating cosmological parameters from the dark matter distribution

Siamak Ravanbakhsh; Junier B. Oliva; Sebastian Fromenteau; Layne C. Price; Shirley Ho; Jeff G. Schneider; Barnabás Póczos

arXiv: Machine Learning | 2015

Deep Mean Maps

Junier B. Oliva; Dougal J. Sutherland; Barnabás Póczos; Jeff G. Schneider

international conference on artificial intelligence and statistics | 2014

FuSSO: Functional Shrinkage and Selection Operator

Junier B. Oliva; Barnabás Póczos; Timothy D. Verstynen; Aarti Singh; Jeff G. Schneider; Fang-Cheng Yeh; Wen-Yih Isaac Tseng

international conference on machine learning | 2018

Transformation Autoregressive Networks

Junier B. Oliva; Kumar Avinava Dubey; Manzil Zaheer; Barnabás Póczos; Ruslan Salakhutdinov; Eric P. Xing; Jeff G. Schneider

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Barnabás Póczos

Carnegie Mellon University

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Jeff G. Schneider

Carnegie Mellon University

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Eric P. Xing

Carnegie Mellon University

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Dougal J. Sutherland

Carnegie Mellon University

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Gautam Dasarathy

University of Wisconsin-Madison

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Kirthevasan Kandasamy

Carnegie Mellon University

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Kumar Avinava Dubey

Carnegie Mellon University

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Shirley Ho

Carnegie Mellon University

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Willie Neiswanger

Carnegie Mellon University

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Aarti Singh

Carnegie Mellon University

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