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Yuansi Chen
Yuansi Chen
Department of Statistical Science, Duke University
Verified email at duke.edu - Homepage
Title
Cited by
Cited by
Year
Log-concave sampling: Metropolis-Hastings algorithms are fast!
R Dwivedi, Y Chen, MJ Wainwright, B Yu
The Journal of Machine Learning Research 20 (183), 1-42, 2019
1852019
Log-concave sampling: Metropolis-Hastings algorithms are fast!
R Dwivedi, Y Chen, MJ Wainwright, B Yu
Conference on Learning Theory, 793-797, 2018
1852018
Sampling can be faster than optimization
YA Ma, Y Chen, C Jin, N Flammarion, MI Jordan
Proceedings of the National Academy of Sciences 116 (42), 20881-20885, 2019
1322019
Fast and robust archetypal analysis for representation learning
Y Chen, J Mairal, Z Harchaoui
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2014
992014
An almost constant lower bound of the isoperimetric coefficient in the KLS conjecture
Y Chen
Geometric and Functional Analysis 31, 34-61, 2021
702021
Fast mixing of Metropolized Hamiltonian Monte Carlo: Benefits of multi-step gradients
Y Chen, R Dwivedi, MJ Wainwright, B Yu
Journal of Machine Learning Research 21 (92), 1-71, 2020
612020
Fast MCMC sampling algorithms on polytopes
Y Chen, R Dwivedi, MJ Wainwright, B Yu
The Journal of Machine Learning Research 19 (1), 2146-2231, 2018
552018
The DeepTune framework for modeling and characterizing neurons in visual cortex area V4
R Abbasi-Asl, Y Chen, A Bloniarz, M Oliver, BDB Willmore, JL Gallant, ...
bioRxiv, 465534, 2018
36*2018
Stability and convergence trade-off of iterative optimization algorithms
Y Chen, C Jin, B Yu
arXiv preprint arXiv:1804.01619, 2018
332018
Domain adaptation under structural causal models
Y Chen, P Bühlmann
The Journal of Machine Learning Research 22 (1), 11856-11935, 2021
152021
Minimax mixing time of the Metropolis-adjusted Langevin algorithm for log-concave sampling
K Wu, S Schmidler, Y Chen
arXiv preprint arXiv:2109.13055, 2021
132021
Localization schemes: A framework for proving mixing bounds for markov chains
Y Chen, R Eldan
2022 IEEE 63rd Annual Symposium on Foundations of Computer Science (FOCS …, 2022
82022
Vaidya walk: A sampling algorithm based on the volumetric barrier
Y Chen, R Dwivedi, MJ Wainwright, B Yu
2017 55th Annual Allerton Conference on Communication, Control, and …, 2017
82017
A Look at Robustness and Stability of -versus -Regularization: Discussion of Papers by Bertsimas et al. and Hastie et al.
Y Chen, A Taeb, P Bühlmann
62020
Hit-and-run mixing via localization schemes
Y Chen, R Eldan
arXiv preprint arXiv:2212.00297, 2022
2022
Artificial neurons meet real neurons: pattern selectivity in V4
R Abbasi-Asl, Y Chen, A Bloniarz, JL Gallant, B Yu
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Articles 1–16