متابعة
Yuansi Chen
Yuansi Chen
Seminar for Statistics, D-MATH, ETH Zurich
بريد إلكتروني تم التحقق منه على stat.math.ethz.ch - الصفحة الرئيسية
عنوان
عدد مرات الاقتباسات
عدد مرات الاقتباسات
السنة
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
3172019
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
2442019
An almost constant lower bound of the isoperimetric coefficient in the KLS conjecture‏
Y Chen‏
Geometric and Functional Analysis 31, 34-61, 2021‏
1552021
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
1232020
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
1122014
Fast MCMC sampling algorithms on polytopes‏
Y Chen, R Dwivedi, MJ Wainwright, B Yu‏
Journal of Machine Learning Research 19 (55), 1-86, 2018‏
1012018
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
942022
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
712022
Stability and convergence trade-off of iterative optimization algorithms‏
Y Chen, C Jin, B Yu‏
arXiv preprint arXiv:1804.01619, 2018‏
532018
Domain adaptation under structural causal models‏
Y Chen, P Bühlmann‏
Journal of Machine Learning Research 22 (261), 1-80, 2021‏
462021
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
44*2018
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
212023
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
42023
Hit-and-run mixing via localization schemes‏
Y Chen, R Eldan‏
arXiv preprint arXiv:2212.00297, 2022‏
42022
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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مقالات 1–19