Yi Ma (马毅)
机构: Professor of EECS, UC Berkeley; Director of IDS & Head of CS, University of Hong Kong
主页: berkeley.edu
每年引用次数
引用次数
引用: 74,233
H-指数: 83
I10-指数 : 217
出版物: 356
Euclidean Structure and Motion Recovery: Multi-Frame Constraints, Invariants and Algorithms
Yi Ma Jana Kosecka Shankar Sastry
Towards a robust face recognition system using compressive sensing
Allen Y. Yang , Yi Ma , S. Shankar Sastry , Zihan Zhou
conference of the international speech communication association 2250 -2253
7
2010
Generalized Principal Component Analysis
Yi Ma , S. S. Sastry , Ren Vidal
20
2016
Hybrid singular value thresholding for tensor completion
Xiaoqin Zhang , Yi Ma , Zhengyuan Zhou , Di Wang
national conference on artificial intelligence 1362 -1368
15
2014
Fast Convex Optimization Algorithms for Exact Recovery of a Corrupted Low-Rank Matrix
Zhouchen Lin , Arvind Ganesh , John Wright , Leqin Wu
Coordinated Science Laboratory, University of Illinois at Urbana-Champaign
607
2009
PCANet: A Simple Deep Learning Baseline for Image Classification?
Kui Jia , Tsung-Han Chan , Jiwen Lu , Yi Ma
arXiv: Computer Vision and Pattern Recognition
1,641
2014
Constructing a Non-Negative Low Rank and Sparse Graph with Data-Adaptive Features
Liansheng Zhuang , Shenghua Gao , Jinhui Tang , Jingjing Wang
arXiv: Computer Vision and Pattern Recognition
101
2014
An Invitation to 3-D Vision: From Images to Geometric Models
Stefano Soatto , Yi Ma , S. Shankar Sastry , Jana Koseck
2,577
2003
Simultaneous Rectification and Alignment via Robust Recovery of Low-rank Tensors
Xiaoqin Zhang , Di Wang , Zhengyuan Zhou , Yi Ma
neural information processing systems 26 1637 -1645
22
2013
Robust Principal Component Analysis: Exact Recovery of Corrupted Low-Rank Matrices via Convex Optimization
Arvind Ganesh , Yigang Peng , Yi Ma , Shankar Rao
neural information processing systems 22 2080 -2088
2,019
2009
TILT: Transform Invariant Low-rank Textures
Arvind Ganesh , Yi Ma , Zhengdong Zhang , Xiao Liang
arXiv: Computer Vision and Pattern Recognition
403
2010
NeurVPS: Neural Vanishing Point Scanning via Conic Convolution
Yi Ma , Jingwei Huang , Yichao Zhou , Haozhi Qi
neural information processing systems 32 864 -873
6
2019
Rethinking Bias-Variance Trade-off for Generalization of Neural Networks
Chong You , Yi Ma , Jacob Steinhardt , Yaodong Yu
arXiv: Learning
127
2020
Deep Isometric Learning for Visual Recognition
Jitendra Malik , Chong You , Yi Ma , Xiaolong Wang
international conference on machine learning 1 7824 -7835
9
2020
Robust Recovery via Implicit Bias of Discrepant Learning Rates for Double Over-parameterization
Qing Qu , Chong You , Yi Ma , Zhihui Zhu
arXiv: Learning
20
2020
Complete Dictionary Learning via L4-Norm Maximization over the Orthogonal Group
Yi Ma , Zhenyu Liao , John Wright , Yuexiang Zhai
Journal of Machine Learning Research 21 ( 165) 1 -68
44
2020
Deep Networks from the Principle of Rate Reduction
Chong You , Yi Ma , John Wright , Yaodong Yu
arXiv: Learning
14
2021
Variance Reduction via Accelerated Dual Averaging for Finite-Sum Optimization
Yi Ma , Yong Jiang , Chaobing Song
neural information processing systems 33 833 -844
4
2020
Learning Diverse and Discriminative Representations via the Principle of Maximal Coding Rate Reduction
Chong You , Yi Ma , Yaodong Yu , Chaobing Song
neural information processing systems 33 9422 -9434
77
2020
Optimistic Dual Extrapolation for Coherent Non-monotone Variational Inequalities.
Yi Ma , Zhengyuan Zhou , Yong Jiang , Chaobing Song
neural information processing systems 33 14303 -14314
31
2020