עקוב אחר
Yuansi Chen
Yuansi Chen
Seminar for Statistics, D-MATH, ETH Zurich
כתובת אימייל מאומתת בדומיין stat.math.ethz.ch - דף הבית
כותרת
צוטט על ידי
צוטט על ידי
שנה
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
2962019
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
2282019
An almost constant lower bound of the isoperimetric coefficient in the KLS conjecture‏
Y Chen‏
Geometric and Functional Analysis 31, 34-61, 2021‏
1452021
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
1152014
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
1112020
Fast MCMC sampling algorithms on polytopes‏
Y Chen, R Dwivedi, MJ Wainwright, B Yu‏
Journal of Machine Learning Research 19 (55), 1-86, 2018‏
962018
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
822022
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
612022
Stability and convergence trade-off of iterative optimization algorithms‏
Y Chen, C Jin, B Yu‏
arXiv preprint arXiv:1804.01619, 2018‏
512018
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
212017
When does Metropolized Hamiltonian Monte Carlo provably outperform Metropolis-adjusted Langevin algorithm?‏
Y Chen, K Gatmiry‏
arXiv preprint arXiv:2304.04724, 2023‏
162023
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
Hit-and-run mixing via localization schemes‏
Y Chen, R Eldan‏
arXiv preprint arXiv:2212.00297, 2022‏
22022
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
המערכת אינה יכולה לבצע את הפעולה כעת. נסה שוב מאוחר יותר.
מאמרים 1–19