Xiaohui Sun

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All published works

Action	Title	Year	Authors
+	On the convergence of a randomized block coordinate descent algorithm for a matrix least squares problem	2021	Kui Du Cheng-Chao Ruan Xiaohui Sun
+ PDF Chat	A doubly stochastic block Gauss–Seidel algorithm for solving linear equations	2021	Kui Du Xiaohui Sun
+ PDF Chat	Randomized double and triple Kaczmarz for solving extended normal equations	2021	Kui Du Xiaohui Sun
+	Pseudoinverse-free randomized block iterative methods for consistent and inconsistent linear systems.	2020	Kui Du Xiaohui Sun
+	Pseudoinverse-free randomized extended block Kaczmarz for solving least squares.	2020	Kui Du Wutao Si Xiaohui Sun
+	Stochastic gradient descent for linear least squares problems with partially observed data	2020	Kui Du Xiaohui Sun
+	Randomized extended block Kaczmarz for solving least squares	2020	Kui Du Wutao Si Xiaohui Sun
+	Randomized double and triple Kaczmarz for solving extended normal equations	2020	Kui Du Xiaohui Sun
+	Randomized Extended Average Block Kaczmarz for Solving Least Squares	2020	Kui Du Wutao Si Xiaohui Sun
+	A doubly stochastic block Gauss-Seidel algorithm for solving linear equations	2019	Kui Du Xiaohui Sun

Common Coauthors

Coauthor	Papers Together
Kui Du	10
Wutao Si	3
Cheng-Chao Ruan	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+ PDF Chat	Randomized Methods for Linear Constraints: Convergence Rates and Conditioning	2010	D. Leventhal Adrian S. Lewis	9
+ PDF Chat	A Randomized Kaczmarz Algorithm with Exponential Convergence	2008	Thomas Strohmer Roman Vershynin	8
+ PDF Chat	Convergence Properties of the Randomized Extended Gauss--Seidel and Kaczmarz Methods	2015	Anna Ma Deanna Needell Aaditya Ramdas	8
+ PDF Chat	Faster Randomized Block Kaczmarz Algorithms	2019	Ion Necoara	8
+ PDF Chat	Randomized Extended Kaczmarz for Solving Least Squares	2013	Anastasios Zouzias Nikolaos M. Freris	8
+	On Greedy Randomized Kaczmarz Method for Solving Large Sparse Linear Systems	2018	Zhong‐Zhi Bai Wen-Ting Wu	8
+	Randomized block Kaczmarz method with projection for solving least squares	2015	Deanna Needell Ran Zhao Anastasios Zouzias	7
+ PDF Chat	Iterative Methods for Solving Factorized Linear Systems	2018	Anna Ma Deanna Needell Aaditya Ramdas	5
+ PDF Chat	Randomized Iterative Methods for Linear Systems	2015	Robert M. Gower Peter Richtárik	5
+ PDF Chat	Stochastic Reformulations of Linear Systems: Algorithms and Convergence Theory	2020	Peter Richtárik Martin Takáč	5
+	Projected randomized Kaczmarz methods	2020	Nian‐Ci Wu Hua Xiang	5
+	Paved with good intentions: Analysis of a randomized block Kaczmarz method	2013	Deanna Needell Joel A. Tropp	5
+ PDF Chat	The Augmented Block Cimmino Distributed Method	2015	Iain Duff Ronan Guivarch Daniel Ruiz Mohamed Zenadi	3
+ PDF Chat	On Iterative Solution of the Extended Normal Equations	2020	Henri Calandra Serge Gratton Elisa Riccietti Xavier Vasseur	3
+ PDF Chat	An accelerated randomized Kaczmarz algorithm	2015	Ji Liu Stephen J. Wright	3
+	An Iteration Formula for Fredholm Integral Equations of the First Kind	1951	L. Landweber	3
+	Randomized Extended Average Block Kaczmarz for Solving Least Squares	2020	Kui Du Wutao Si Xiaohui Sun	3
+	Row Projection Methods for Large Nonsymmetric Linear Systems	1992	Randall Bramley Ahmed Sameh	3
+	Block-iterative methods for consistent and inconsistent linear equations	1980	Tommy Elfving	3
+	A Block Projection Method for Sparse Matrices	1992	Mario Arioli Iain Duff Joseph Noailles Daniel Ruiz	3
+ PDF Chat	Randomized Kaczmarz with averaging	2020	Jacob D. Moorman Thomas K. Tu Denali Molitor Deanna Needell	3
+	A doubly stochastic block Gauss-Seidel algorithm for solving linear equations	2019	Kui Du Xiaohui Sun	3
+ PDF Chat	On the relation between the randomized extended Kaczmarz algorithm and coordinate descent	2014	Bogdan Dumitrescu	3
+	Extensions of block-projections methods with relaxation parameters to inconsistent and rank-deficient least-squares problems	1998	Constantin Popa	3
+	On the error estimate of the randomized double block Kaczmarz method	2019	Jiaqi Chen Zhengda Huang	3
+ PDF Chat	On Motzkin’s method for inconsistent linear systems	2018	Jamie Haddock Deanna Needell	2
+	Kaczmarz extended algorithm for tomographic image reconstruction from limited-data	2004	Constantin Popa Rafał Zdunek	2
+ PDF Chat	Partitioning strategies for the block Cimmino algorithm	2014	Leroy A. Drummond Iain Duff Ronan Guivarch Daniel Ruíz Mohamed Zenadi	2
+	A unified treatment of some iterative algorithms in signal processing and image reconstruction	2003	Charles L. Byrne	2
+ PDF Chat	Stochastic gradient descent, weighted sampling, and the randomized Kaczmarz algorithm	2015	Deanna Needell Nathan Srebro Rachel Ward	2
+ PDF Chat	Single projection Kaczmarz extended algorithms	2016	Stefania Petra Constantin Popa	2
+ PDF Chat	Convergence rates for Kaczmarz-type algorithms	2017	Constantin Popa	2
+	A New Theoretical Estimate for the Convergence Rate of the Maximal Weighted Residual Kaczmarz Algorithm	2019	Kui Du and Han Gao	2
+ PDF Chat	A Sampling Kaczmarz--Motzkin Algorithm for Linear Feasibility	2017	Jesús A. De Loera Jamie Haddock Deanna Needell	2
+ PDF Chat	A Novel Partitioning Method for Accelerating the Block Cimmino Algorithm	2018	F. Sukru Torun Murat Manguoğlu Cevdet Aykanat	2
+ PDF Chat	Randomized Projection Methods for Linear Systems with Arbitrarily Large Sparse Corruptions	2019	Jamie Haddock Deanna Needell	2
+ PDF Chat	Randomized Projection Methods for Convex Feasibility: Conditioning and Convergence Rates	2019	Ion Necoara Peter Richtárik Andrei Pătraşcu	2
+ PDF Chat	Randomized Kaczmarz solver for noisy linear systems	2010	Deanna Needell	2
+ PDF Chat	Stochastic Gradient Descent for Linear Systems with Missing Data	2019	Anna Ma and Deanna Needell	1
+ PDF Chat	Random Block Coordinate Descent Methods for Linearly Constrained Optimization over Networks	2017	Ion Necoara Yurii Nesterov François Glineur	1
+	Stochastic Dual Ascent for Solving Linear Systems	2015	Robert M. Gower Peter Richtárik	1
+	A Simpler Approach to Matrix Completion	2009	Benjamin Recht	1
+ PDF Chat	A Singular Value Thresholding Algorithm for Matrix Completion	2010	Jian‐Feng Cai Emmanuel J. Candès Zuowei Shen	1
+	Advanced Multivariate Statistics with Matrices	2005	Tõnu Kollo Dietrich von Rosen	1
+ PDF Chat	Analysis of the Block Coordinate Descent Method for Linear Ill-Posed Problems	2019	Simon Rabanser Lukas Neumann Markus Haltmeier	1
+	Rate of Convergence of the Method of Alternating Projections	1984	Frank Deutsch	1
+ PDF Chat	Efficiency of Coordinate Descent Methods on Huge-Scale Optimization Problems	2012	Yu. Nesterov	1
+ PDF Chat	On the complexity analysis of randomized block-coordinate descent methods	2014	Zhaosong Lu Lin Xiao	1
+	Large Least Squares Problems Involving Kronecker Products	1994	Donald W. Fausett Charles T. Fulton	1
+	Iterative algorithms for large partitioned linear systems, with applications to image reconstruction	1981	P. P. B. Eggermont Gábor T. Herman Arnold Lent	1