Suivre
Yuansi Chen
Yuansi Chen
Seminar for Statistics, D-MATH, ETH Zurich
Adresse e-mail validée de stat.math.ethz.ch - Page d'accueil
Titre
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Année
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
3122019
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
2352019
An almost constant lower bound of the isoperimetric coefficient in the KLS conjecture
Y Chen
Geometric and Functional Analysis 31, 34-61, 2021
1572021
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
1182020
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
1182014
Fast MCMC sampling algorithms on polytopes
Y Chen, R Dwivedi, MJ Wainwright, B Yu
Journal of Machine Learning Research 19 (55), 1-86, 2018
1022018
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
902022
Minimax mixing time of the Metropolis-adjusted Langevin algorithm for log-concave sampling
K Wu, S Schmidler, Y Chen
Journal of Machine Learning Research 23 (270), 1-63, 2022
672022
Stability and convergence trade-off of iterative optimization algorithms
Y Chen, C Jin, B Yu
arXiv preprint arXiv:1804.01619, 2018
532018
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
46*2018
Domain adaptation under structural causal models
Y Chen, P Bühlmann
Journal of Machine Learning Research 22 (261), 1-80, 2021
452021
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
222017
When does Metropolized Hamiltonian Monte Carlo provably outperform Metropolis-adjusted Langevin algorithm?
Y Chen, K Gatmiry
arXiv preprint arXiv:2304.04724, 2023
182023
Hit-and-run mixing via localization schemes
Y Chen, R Eldan
arXiv preprint arXiv:2212.00297, 2022
52022
A Simple Proof of the Mixing of Metropolis-Adjusted Langevin Algorithm under Smoothness and Isoperimetry
Y Chen, K Gatmiry
arXiv preprint arXiv:2304.04095, 2023
32023
Prominent Roles of Conditionally Invariant Components in Domain Adaptation: Theory and Algorithms
K Wu, Y Chen, W Ha, B Yu
arXiv preprint arXiv:2309.10301, 2023
2023
A Look at Robustness and Stability of 𝓁 1-versus 𝓁 0-Regularization
Y Chen, A Taeb, P Bühlmann
Statistical Science 35 (4), 614-622, 2020
2020
Log-concave sampling: Metropolis-Hastings algorithms are fast!
R Dwivedi, Y Chen, MJ Wainwright, B Yu
Conference on Learning Theory, 793-797, 2018
2018
Artificial neurons meet real neurons: pattern selectivity in V4
R Abbasi-Asl, Y Chen, A Bloniarz, JL Gallant, B Yu
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