Yinghao Cai

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All published works

Action	Title	Year	Authors
+	FameSVD: Fast and Memory-efficient Singular Value Decomposition.	2019	Xiaocan Li Shuo Wang Yinghao Cai
+	Tutorial: Complexity analysis of Singular Value Decomposition and its variants	2019	Xiaocan Li Shuo Wang Yinghao Cai

Common Coauthors

Coauthor	Papers Together
Shuo Wang	2
Xiaocan Li	2

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+ PDF Chat	An Algorithm for the Principal Component Analysis of Large Data Sets	2011	Nathan Halko Per‐Gunnar Martinsson Yoel Shkolnisky Mark Tygert	1
+	Fast Monte-Carlo algorithms for finding low-rank approximations	2002	Alan Frieze Ramachandran Kannan Santosh Vempala	1
+ PDF Chat	On sparse representations of linear operators and the approximation of matrix products	2008	Mohamed-Ali Belabbas Patrick J. Wolfe	1
+ PDF Chat	Estimating the Largest Eigenvalue by the Power and Lanczos Algorithms with a Random Start	1992	J. Kuczyński H. Woźniakowski	1
+ PDF Chat	Matrix Completion With Noise	2010	Emmanuel J. Candès Yaniv Plan	1
+ PDF Chat	Clustered Nyström Method for Large Scale Manifold Learning and Dimension Reduction	2010	Kai Zhang James T. Kwok	1
+	Robust principal component analysis by self-organizing rules based on statistical physics approach	1995	Lei Xu Alan Yuille	1
+ PDF Chat	A Singular Value Thresholding Algorithm for Matrix Completion	2010	Jian‐Feng Cai Emmanuel J. Candès Zuowei Shen	1
+ PDF Chat	Exact matrix completion via convex optimization	2012	Emmanuel J. Candès Benjamin Recht	1
+ PDF Chat	The Power of Convex Relaxation: Near-Optimal Matrix Completion	2010	Emmanuel J. Candès Terence Tao	1
+	Robust principal component analysis	2002	M. Partridge M.A. Jabri	1
+	A Randomized Algorithm for the Approximation of Matrices	2006	Per‐Gunnar Martinsson Vladimir Rockhlin Mark Tygert	1