James W. Demmel

Affiliations: 
Mathematics University of California, Berkeley, Berkeley, CA, United States 
Area:
Numerical analysis, Applied control theory
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"James Demmel"

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Erin 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
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