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Minmin Chen

Washington University

Towards Content Provider Aware Recommender Systems: A Simulation Study on the Interplay between User and Provider Utilities

May 06, 2021
Ruohan Zhan, Konstantina Christakopoulou, Ya Le, Jayden Ooi, Martin Mladenov, Alex Beutel, Craig Boutilier, Ed H. Chi, Minmin Chen

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Quantifying Long Range Dependence in Language and User Behavior to improve RNNs

May 23, 2019
Francois Belletti, Minmin Chen, Ed H. Chi

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AntisymmetricRNN: A Dynamical System View on Recurrent Neural Networks

Feb 26, 2019
Bo Chang, Minmin Chen, Eldad Haber, Ed H. Chi

* Published as a conference paper at ICLR 2019 

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Towards Neural Mixture Recommender for Long Range Dependent User Sequences

Feb 22, 2019
Jiaxi Tang, Francois Belletti, Sagar Jain, Minmin Chen, Alex Beutel, Can Xu, Ed H. Chi

* Accepted at WWW 2019 

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Dynamical Isometry and a Mean Field Theory of LSTMs and GRUs

Jan 25, 2019
Dar Gilboa, Bo Chang, Minmin Chen, Greg Yang, Samuel S. Schoenholz, Ed H. Chi, Jeffrey Pennington

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Top-K Off-Policy Correction for a REINFORCE Recommender System

Dec 06, 2018
Minmin Chen, Alex Beutel, Paul Covington, Sagar Jain, Francois Belletti, Ed Chi

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Dynamical Isometry and a Mean Field Theory of RNNs: Gating Enables Signal Propagation in Recurrent Neural Networks

Aug 15, 2018
Minmin Chen, Jeffrey Pennington, Samuel S. Schoenholz

* ICML 2018 Conference Proceedings 

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MinimalRNN: Toward More Interpretable and Trainable Recurrent Neural Networks

Jun 20, 2018
Minmin Chen

* Presented at NIPS 2017 Symposium on Interpretable Machine Learning 

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Efficient Vector Representation for Documents through Corruption

Jul 08, 2017
Minmin Chen

* 5th International Conference on Learning Representations, 2017 

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Marginalizing Corrupted Features

Feb 27, 2014
Laurens van der Maaten, Minmin Chen, Stephen Tyree, Kilian Weinberger

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Cost-Sensitive Tree of Classifiers

Apr 22, 2013
Zhixiang Xu, Matt J. Kusner, Kilian Q. Weinberger, Minmin Chen

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An alternative text representation to TF-IDF and Bag-of-Words

Jan 28, 2013
Zhixiang, Xu, Minmin Chen, Kilian Q. Weinberger, Fei Sha

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Marginalized Denoising Autoencoders for Domain Adaptation

Jun 18, 2012
Minmin Chen, Zhixiang Xu, Kilian Weinberger, Fei Sha

* ICML2012 

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