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Yuansi Chen

EECS, INRIA Grenoble Rhône-Alpes / LJK Laboratoire Jean Kuntzmann

Domain adaptation under structural causal models


Oct 29, 2020
Yuansi Chen, Peter Bühlmann

* 75 pages, 19 figures 

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Fast mixing of Metropolized Hamiltonian Monte Carlo: Benefits of multi-step gradients


May 29, 2019
Yuansi Chen, Raaz Dwivedi, Martin J. Wainwright, Bin Yu

* 65 pages, 2 figures, 

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Sampling Can Be Faster Than Optimization


Nov 20, 2018
Yi-An Ma, Yuansi Chen, Chi Jin, Nicolas Flammarion, Michael I. Jordan


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Fast MCMC sampling algorithms on polytopes


Jul 08, 2018
Yuansi Chen, Raaz Dwivedi, Martin J. Wainwright, Bin Yu

* 79 pages, 10 figures 

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Log-concave sampling: Metropolis-Hastings algorithms are fast!


Jul 08, 2018
Raaz Dwivedi, Yuansi Chen, Martin J. Wainwright, Bin Yu

* 37 pages, 10 Figures; Extended abstract presented at COLT 2018 

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Stability and Convergence Trade-off of Iterative Optimization Algorithms


Apr 04, 2018
Yuansi Chen, Chi Jin, Bin Yu

* 45 pages, 7 figures 

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Self-calibrating Neural Networks for Dimensionality Reduction


Dec 11, 2016
Yuansi Chen, Cengiz Pehlevan, Dmitri B. Chklovskii

* 2016 Asilomar Conference on Signals, Systems and Computers 

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Fast and Robust Archetypal Analysis for Representation Learning


May 26, 2014
Yuansi Chen, Julien Mairal, Zaid Harchaoui

* CVPR 2014 - IEEE Conference on Computer Vision \& Pattern Recognition (2014) 

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