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Outside the Echo Chamber: Optimizing the Performative Risk


Feb 17, 2021
John Miller, Juan C. Perdomo, Tijana Zrnic


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Gaussian Function On Response Surface Estimation


Jan 04, 2021
Mohammadhossein Toutiaee, John Miller


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The Effect of Natural Distribution Shift on Question Answering Models


Apr 29, 2020
John Miller, Karl Krauth, Benjamin Recht, Ludwig Schmidt


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Strategic Adaptation to Classifiers: A Causal Perspective


Nov 01, 2019
John Miller, Smitha Milli, Moritz Hardt


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Test-Time Training for Out-of-Distribution Generalization


Oct 25, 2019
Yu Sun, Xiaolong Wang, Zhuang Liu, John Miller, Alexei A. Efros, Moritz Hardt


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Model Similarity Mitigates Test Set Overuse


May 29, 2019
Horia Mania, John Miller, Ludwig Schmidt, Moritz Hardt, Benjamin Recht

* 18 pages, 7 figures 

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The Social Cost of Strategic Classification


Aug 25, 2018
Smitha Milli, John Miller, Anca D. Dragan, Moritz Hardt


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When Recurrent Models Don't Need To Be Recurrent


May 29, 2018
John Miller, Moritz Hardt


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Deep Voice 3: Scaling Text-to-Speech with Convolutional Sequence Learning


Feb 22, 2018
Wei Ping, Kainan Peng, Andrew Gibiansky, Sercan O. Arik, Ajay Kannan, Sharan Narang, Jonathan Raiman, John Miller

* Published as a conference paper at ICLR 2018. (v3 changed paper title) 

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Deep Voice 2: Multi-Speaker Neural Text-to-Speech


Sep 20, 2017
Sercan Arik, Gregory Diamos, Andrew Gibiansky, John Miller, Kainan Peng, Wei Ping, Jonathan Raiman, Yanqi Zhou

* Accepted in NIPS 2017 

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Globally Normalized Reader


Sep 08, 2017
Jonathan Raiman, John Miller

* Presented at EMNLP 2017 

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Deep Voice: Real-time Neural Text-to-Speech


Mar 07, 2017
Sercan O. Arik, Mike Chrzanowski, Adam Coates, Gregory Diamos, Andrew Gibiansky, Yongguo Kang, Xian Li, John Miller, Andrew Ng, Jonathan Raiman, Shubho Sengupta, Mohammad Shoeybi

* Submitted to ICML 2017 

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Traversing Knowledge Graphs in Vector Space


Aug 19, 2015
Kelvin Guu, John Miller, Percy Liang

* 2015 Conference on Empirical Methods on Natural Language Processing (EMNLP) 

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