עקוב אחר
Yudong Chen
Yudong Chen
Associate Professor, University of Wisconsin-Madison
כתובת אימייל מאומתת בדומיין wisc.edu - דף הבית
כותרת
צוטט על ידי
צוטט על ידי
שנה
Byzantine-Robust Distributed Learning: Towards Optimal Statistical Rates‏
D Yin, Y Chen, K Ramchandran, P Bartlett‏
International Conference on Machine Learning, 2018, 2018‏
18122018
User association for load balancing in heterogeneous cellular networks‏
Q Ye, B Rong, Y Chen, M Al-Shalash, C Caramanis, JG Andrews‏
IEEE Transactions on Wireless Communications 12 (6), 2706-2716, 2013‏
14662013
Tensor robust principal component analysis with a new tensor nuclear norm‏
C Lu, J Feng, Y Chen, W Liu, Z Lin, S Yan‏
IEEE transactions on pattern analysis and machine intelligence 42 (4), 925-938, 2019‏
9432019
Distributed Statistical Machine Learning in Adversarial Settings: Byzantine Gradient Descent‏
Y Chen, L Su, J Xu‏
Proceedings of the ACM on Measurement and Analysis of Computing Systems 1 (2 …, 2017‏
7422017
Tensor Robust Principal Component Analysis: Exact Recovery of Corrupted Low-Rank Tensors via Convex Optimization‏
C Lu, J Feng, Y Chen, W Liu, Z Lin, S Yan‏
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 5249-5257, 2016‏
6132016
Fast low-rank estimation by projected gradient descent: General statistical and algorithmic guarantees‏
Y Chen, MJ Wainwright‏
arXiv preprint arXiv:1509.03025, 2015‏
3612015
Fast Algorithms for Robust PCA via Gradient Descent‏
X Yi, D Park, Y Chen, C Caramanis‏
Advances in neural information processing systems, 2016‏
3222016
Incoherence-optimal matrix completion‏
Y Chen‏
IEEE Transactions on Information Theory 61 (5), 2909-2923, 2015‏
2452015
Statistical-computational tradeoffs in planted problems and submatrix localization with a growing number of clusters and submatrices‏
Y Chen, J Xu‏
Journal of Machine Learning Research 17 (27), 1-57, 2016‏
2432016
Completing any low-rank matrix, provably‏
Y Chen, S Bhojanapalli, S Sanghavi, R Ward‏
Journal of Machine Learning Research 16, 2999-3034, 2015‏
242*2015
Low-rank matrix recovery from errors and erasures‏
Y Chen, A Jalali, S Sanghavi, C Caramanis‏
IEEE Transactions on Information Theory 59 (7), 4324-4337, 2013‏
2262013
Random Features for Kernel Approximation: A Survey in Algorithms, Theory, and Beyond‏
F Liu, X Huang, Y Chen, JAK Suykens‏
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2020‏
2142020
Clustering sparse graphs‏
Y Chen, S Sanghavi, H Xu‏
Advances in neural information processing systems, 2204-2212, 2012‏
2032012
Harnessing Structures in Big Data via Guaranteed Low-Rank Matrix Estimation‏
Y Chen, Y Chi‏
IEEE Signal Processing Magazine 35 (4), 14-31, 2018‏
1912018
Robust Sparse Regression under Adversarial Corruption.‏
Y Chen, C Caramanis, S Mannor‏
International Conference on Machine Learning, 774-782, 2013‏
1802013
Learning zero-sum simultaneous-move markov games using function approximation and correlated equilibrium‏
Q Xie, Y Chen, Z Wang, Z Yang‏
Conference on learning theory, 3674-3682, 2020‏
1612020
Clustering partially observed graphs via convex optimization.‏
Y Chen, A Jalali, S Sanghavi, H Xu‏
Journal of Machine Learning Research 15 (1), 2213-2238, 2014‏
1492014
Robust matrix completion with corrupted columns‏
Y Chen, H Xu, C Caramanis, S Sanghavi‏
Proceedings of the 28 th International Conference on Machine Learning, 2011‏
1482011
Convexified Modularity Maximization for Degree-corrected Stochastic Block Models‏
Y Chen, X Li, J Xu‏
The Annals of Statistics 46 (4), 1573-1602, 2015‏
1302015
Defending Against Saddle Point Attack in Byzantine-Robust Distributed Learning‏
D Yin, Y Chen, K Ramchandran, P Bartlett‏
International Conference on Machine Learning, 2019‏
1272019
המערכת אינה יכולה לבצע את הפעולה כעת. נסה שוב מאוחר יותר.
מאמרים 1–20