James W. Demmel
Affiliations: | Mathematics | University of California, Berkeley, Berkeley, CA, United States |
Area:
Numerical analysis, Applied control theoryGoogle:
"James Demmel"Children
Sign in to add traineeErin C. Carson | grad student | UC Berkeley | |
Aditya Devarakonda | grad student | UC Berkeley | |
Yang You | grad student | UC Berkeley | |
David T. Blackston | grad student | 2000 | UC Berkeley |
Tzu-Yi Chen | grad student | 2001 | UC Berkeley |
Plamen S. Koev | grad student | 2002 | UC Berkeley |
Richard W. Vuduc | grad student | 1997-2004 | UC Berkeley |
David S. Bindel | grad student | 2006 | UC Berkeley |
William T. Kramer | grad student | 2008 | UC Berkeley |
Mark Hoemmen | grad student | 2010 | UC Berkeley |
Edward J. Riedy | grad student | 2010 | UC Berkeley |
Grey M. Ballard | grad student | 2013 | UC Berkeley |
Andrew S. Gearhart | grad student | 2014 | UC Berkeley |
Edgar Solomonik | grad student | 2014 | UC Berkeley |
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Publications
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Solomonik E, Demmel J. (2020) Fast Bilinear Algorithms for Symmetric Tensor Contractions Computational Methods in Applied Mathematics |
Ahrens P, Demmel J, Nguyen HD. (2020) Algorithms for Efficient Reproducible Floating Point Summation Acm Transactions On Mathematical Software. 46: 1-49 |
Marques O, Demmel J, Vasconcelos PB. (2020) Bidiagonal SVD Computation via an Associated Tridiagonal Eigenproblem Acm Transactions On Mathematical Software. 46: 1-25 |
Devarakonda A, Fountoulakis K, Demmel J, et al. (2019) Avoiding Communication in Primal and Dual Block Coordinate Descent Methods Siam Journal On Scientific Computing. 41: C1-C27 |
You Y, Zhang Z, Hsieh C, et al. (2019) Fast Deep Neural Network Training on Distributed Systems and Cloud TPUs Ieee Transactions On Parallel and Distributed Systems. 30: 2449-2462 |
Grigori L, Cayrols S, Demmel JW. (2018) Low Rank Approximation of a Sparse Matrix Based on LU Factorization with Column and Row Tournament Pivoting Siam Journal On Scientific Computing. 40: C181-C209 |
You Y, Demmel J, Czechowski K, et al. (2017) Design and Implementation of a Communication-Optimal Classifier for Distributed Kernel Support Vector Machines Ieee Transactions On Parallel and Distributed Systems. 28: 974-988 |
Azad A, Ballard G, Buluç A, et al. (2016) Exploiting Multiple Levels of Parallelism in Sparse Matrix-Matrix Multiplication Siam Journal On Scientific Computing. 38: C624-C651 |
Solomonik E, Demmel JW. (2015) Contracting Symmetric Tensors Using Fewer Multiplications Linear Algebra and Its Applications |
Carson E, Demmel JW. (2015) Accuracy of the s-step lanczos method for the symmetric eigenproblem in finite precision Siam Journal On Matrix Analysis and Applications. 36: 793-819 |