Ming Gu

Publication Activity (10 Years)

Years Active: 1994-2020
Publications (10 Years): 11

Top Topics

Singular Values

Provably Convergent

Matrix Factorization

Top Venues

SIAM J. Matrix Anal. Appl.

SIAM J. Sci. Comput.

Publications

Jed A. Duersch, Ming Gu
Randomized Projection for Rank-Revealing Matrix Factorizations and Low-Rank Approximations. CoRR (2020)
Jed A. Duersch, Ming Gu
Randomized Projection for Rank-Revealing Matrix Factorizations and Low-Rank Approximations. SIAM Rev. 62 (3) (2020)
Yan Dou, Ming Gu, Shivkumar Chandrasekaran
An efficient algorithm for bounded spectral matching with affine constraint. Numer. Linear Algebra Appl. 26 (5) (2019)
Jed A. Duersch, Meiyue Shao, Chao Yang, Ming Gu
A Robust and Efficient Implementation of LOBPCG. SIAM J. Sci. Comput. 40 (5) (2018)
Jed A. Duersch, Ming Gu
Randomized QR with Column Pivoting. SIAM J. Sci. Comput. 39 (4) (2017)
David G. Anderson, Ming Gu
An Efficient, Sparsity-Preserving, Online Algorithm for Low-Rank Approximation. ICML (2017)
David G. Anderson, Ming Gu
An Efficient, Sparsity-Preserving, Online Algorithm for Data Approximation. CoRR (2016)
Xiangke Liao, Shengguo Li, Lizhi Cheng, Ming Gu
An improved divide-and-conquer algorithm for the banded matrices with narrow bandwidths. Comput. Math. Appl. 71 (10) (2016)
David G. Anderson, Simon Du, Michael W. Mahoney, Christopher Melgaard, Kunming Wu, Ming Gu
Spectral Gap Error Bounds for Improving CUR Matrix Decomposition and the Nyström Method. AISTATS (2015)
James Demmel, Laura Grigori, Ming Gu, Hua Xiang
Communication Avoiding Rank Revealing QR Factorization with Column Pivoting. SIAM J. Matrix Anal. Appl. 36 (1) (2015)
Christopher Melgaard, Ming Gu
Gaussian Elimination with Randomized Complete Pivoting. CoRR (2015)
Shengguo Li, Ming Gu, Lizhi Cheng, Xuebin Chi, Meng Sun
An Accelerated Divide-and-Conquer Algorithm for the Bidiagonal SVD Problem. SIAM J. Matrix Anal. Appl. 35 (3) (2014)
Shengguo Li, Ming Gu, Beresford N. Parlett
An Improved DQDS Algorithm. SIAM J. Sci. Comput. 36 (3) (2014)
David G. Anderson, Ming Gu, Christopher Melgaard
An Efficient Algorithm for Unweighted Spectral Graph Sparsification. CoRR (2014)
Shengguo Li, Ming Gu, Lizhi Cheng
Fast structured LU factorization for nonsymmetric matrices. Numerische Mathematik 127 (1) (2014)
Ming Gu, Lek-Heng Lim, Cinna Julie Wu
ParNes: a rapidly convergent algorithm for accurate recovery of sparse and approximately sparse signals. Numer. Algorithms 64 (2) (2013)
William Gu, Jaesik Choi, Ming Gu, Horst D. Simon, Kesheng Wu
Fast Change Point Detection for electricity market analysis. IEEE BigData (2013)
Amal Khabou, James Demmel, Laura Grigori, Ming Gu
LU Factorization with Panel Rank Revealing Pivoting and Its Communication Avoiding Version. SIAM J. Matrix Anal. Appl. 34 (3) (2013)
Jianlin Xia, Yuanzhe Xi, Ming Gu
A Superfast Structured Solver for Toeplitz Linear Systems via Randomized Sampling. SIAM J. Matrix Anal. Appl. 33 (3) (2012)
Karthik Jayaraman Raghuram, Shivkumar Chandrasekaran, Joseph Moffitt, Ming Gu, Hrushikesh Narhar Mhaskar
Higher order numerical discretizations for exterior and biharmonic type PDEs. J. Comput. Appl. Math. 236 (18) (2012)
Shengguo Li, Ming Gu, Cinna Julie Wu, Jianlin Xia
New Efficient and Robust HSS Cholesky Factorization of SPD Matrices. SIAM J. Matrix Anal. Appl. 33 (3) (2012)
Amal Khabou, James Demmel, Laura Grigori, Ming Gu
LU factorization with panel rank revealing pivoting and its communication avoiding version CoRR (2012)
Shiv Chandrasekaran, K. R. Jayaraman, Ming Gu, Hrushikesh Narhar Mhaskar, J. Mofftt
Higher Order Numerical Discretization Methods with Sobolev Norm Minimization. ICCS (2011)
Jianlin Xia, Shivkumar Chandrasekaran, Ming Gu, Xiaoye S. Li
Fast algorithms for hierarchically semiseparable matrices. Numer. Linear Algebra Appl. 17 (6) (2010)
Ming Gu, Xiaoye S. Li, Panayot S. Vassilevski
Direction-Preserving and Schur-Monotonic Semiseparable Approximations of Symmetric Positive Definite Matrices. SIAM J. Matrix Anal. Appl. 31 (5) (2010)
Jianlin Xia, Ming Gu
Robust Approximate Cholesky Factorization of Rank-Structured Symmetric Positive Definite Matrices. SIAM J. Matrix Anal. Appl. 31 (5) (2010)
Shiv Chandrasekaran, Patrick M. Dewilde, Ming Gu, N. Somasunderam
On the Numerical Rank of the Off-Diagonal Blocks of Schur Complements of Discretized Elliptic PDEs. SIAM J. Matrix Anal. Appl. 31 (5) (2010)
Jianlin Xia, Shivkumar Chandrasekaran, Ming Gu, Xiaoye S. Li
Superfast Multifrontal Method for Large Structured Linear Systems of Equations. SIAM J. Matrix Anal. Appl. 31 (3) (2009)
Ming Gu, Lek-Heng Lim, Cinna Julie Wu
PARNES: A rapidly convergent algorithm for accurate recovery of sparse and approximately sparse signals. CoRR (2009)
Jiawang Nie, James Demmel, Ming Gu
Global minimization of rational functions and the nearest GCDs. J. Glob. Optim. 40 (4) (2008)
Shiv Chandrasekaran, Ming Gu, X. Sun, J. Xia, J. Zhu
A Superfast Algorithm for Toeplitz Systems of Linear Equations. SIAM J. Matrix Anal. Appl. 29 (4) (2007)
Shiv Chandrasekaran, Patrick M. Dewilde, Ming Gu, W. Lyons, T. Pals
A Fast Solver for HSS Representations via Sparse Matrices. SIAM J. Matrix Anal. Appl. 29 (1) (2006)
Shiv Chandrasekaran, Ming Gu, T. Pals
A Fast ULV Decomposition Solver for Hierarchically Semiseparable Representations. SIAM J. Matrix Anal. Appl. 28 (3) (2006)
James Demmel, Jack J. Dongarra, Beresford N. Parlett, William Kahan, Ming Gu, David Bindel, Yozo Hida, Xiaoye S. Li, Osni Marques, E. Jason Riedy, Christof Vömel, Julien Langou, Piotr Luszczek, Jakub Kurzak, Alfredo Buttari, Julie Langou, Stanimire Tomov
Prospectus for the Next LAPACK and ScaLAPACK Libraries. PARA (2006)
Shiv Chandrasekaran, Patrick M. Dewilde, Ming Gu, T. Pals, X. Sun, Alle-Jan van der Veen, D. White
Some Fast Algorithms for Sequentially Semiseparable Representations. SIAM J. Matrix Anal. Appl. 27 (2) (2005)
Shivkumar Chandrasekaran, Ming Gu
A divide-and-conquer algorithm for the eigendecomposition of symmetric block-diagonal plus semiseparable matrices. Numerische Mathematik 96 (4) (2004)
Shiv Chandrasekaran, Ming Gu
Fast and Stable Algorithms for Banded Plus Semiseparable Systems of Linear Equations. SIAM J. Matrix Anal. Appl. 25 (2) (2003)
Shiv Chandrasekaran, Patrick M. Dewilde, Ming Gu, T. Pals, Alle-Jan van der Veen
Fast Stable Solver for Sequentially Semi-separable Linear Systems of Equations. HiPC (2002)
Shivkumar Chandrasekaran, Ming Gu, Ali H. Sayed, K. E. Schubert
The Degenerate Bounded Errors-in-Variables Model. SIAM J. Matrix Anal. Appl. 23 (1) (2001)
Hongyuan Zha, Xiaofeng He, Chris H. Q. Ding, Ming Gu, Horst D. Simon
Bipartite graph partitioning and data clustering CoRR (2001)
Chris H. Q. Ding, Xiaofeng He, Hongyuan Zha, Ming Gu, Horst D. Simon
A Min-max Cut Algorithm for Graph Partitioning and Data Clustering. ICDM (2001)
Hongyuan Zha, Xiaofeng He, Chris H. Q. Ding, Ming Gu, Horst D. Simon
Spectral Relaxation for K-means Clustering. NIPS (2001)
Hongyuan Zha, Xiaofeng He, Chris H. Q. Ding, Ming Gu, Horst D. Simon
Bipartite Graph Partitioning and Data Clustering. CIKM (2001)
Ming Gu
New Methods for Estimating the Distance to Uncontrollability. SIAM J. Matrix Anal. Appl. 21 (3) (2000)
Ming Gu
Primal-Dual Interior-Point Methods for Semidefinite Programming in Finite Precision. SIAM J. Optim. 10 (2) (2000)
Shivkumar Chandrasekaran, Gene H. Golub, Ming Gu, Ali H. Sayed
Parameter Estimation in the Presence of Bounded Data Uncertainties. SIAM J. Matrix Anal. Appl. 19 (1) (1998)
Ming Gu
New Fast Algorithms for Structured Linear Least Squares Problems. SIAM J. Matrix Anal. Appl. 20 (1) (1998)
Ming Gu
Backward Perturbation Bounds for Linear Least Squares Problems. SIAM J. Matrix Anal. Appl. 20 (2) (1998)
Shivkumar Chandrasekaran, Gene H. Golub, Ming Gu, Ali H. Sayed
Parameter estimation in the presence of bounded modeling errors. IEEE Signal Process. Lett. 4 (7) (1997)
Ming Gu, Stanley C. Eisenstat
Efficient Algorithms for Computing a Strong Rank-Revealing QR Factorization. SIAM J. Sci. Comput. 17 (4) (1996)
Ming Gu, Stanley C. Eisenstat
A Divide-and-Conquer Algorithm for the Symmetric Tridiagonal Eigenproblem. SIAM J. Matrix Anal. Appl. 16 (1) (1995)
Ming Gu, Stanley C. Eisenstat
A Divide-and-Conquer Algorithm for the Bidiagonal SVD. SIAM J. Matrix Anal. Appl. 16 (1) (1995)
Ming Gu
Finding Well-Conditioned Similarities to Block-Diagonalize Nonsymmetric Matrices Is NP-Hard. J. Complex. 11 (3) (1995)
Ming Gu, Stanley C. Eisenstat
Downdating the Singular Value Decomposition. SIAM J. Matrix Anal. Appl. 16 (3) (1995)
Ming Gu, Martin Farach, Richard Beigel
An Efficient Algorithm for Dynamic Text Indexing. SODA (1994)
Ming Gu, Stanley C. Eisenstat
A Stable and Efficient Algorithm for the Rank-One Modification of the Symmetric Eigenproblem. SIAM J. Matrix Anal. Appl. 15 (4) (1994)