James Demmel

265 papers A* 7A 33B 22C 9Misc 7Journal 141Unranked 35
YearRankTypeTitle / Venue / Authors
2026 J jnl
3DGS
CoRR
Roger Hsiao, Yuchen Fang, Xiangru Huang, Ruilong Li, Hesam Rabeti, Zan Gojcic, Javad Lavaei, James Demmel, Yakun Sophia Shao
2026 J jnl
A Trust-Region Interior-Point Stochastic Sequential Quadratic Programming Method.
CoRR
Yuchen Fang, Jihun Kim, Sen Na, James Demmel, Javad Lavaei
2026 J jnl
Why is Normalization Preferred? A Worst-Case Complexity Theory for Stochastically Preconditioned SGD under Heavy-Tailed Noise.
CoRR
Yuchen Fang, James Demmel, Javad Lavaei
2025 — conf
An Efficient Sparse Kernel Generator for O(3)-Equivariant Deep Networks.
ACDA
Vivek Bharadwaj, Austin Glover, Aydin Buluç, James Demmel
2025 J jnl
An Efficient Sparse Kernel Generator for O(3)-Equivariant Deep Networks.
CoRR
Vivek Bharadwaj, Austin Glover, Aydin Buluç, James Demmel
2025 J jnl
Anatomy of High-Performance Column-Pivoted QR Decomposition.
CoRR
Maksim Melnichenko, Riley Murray, William Killian, James Demmel, Michael W. Mahoney, Piotr Luszczek, Mark Gates
2025 J jnl
CholeskyQR with Randomization and Pivoting for Tall Matrices (CQRRPT).
SIAM J. Matrix Anal. Appl.
Maksim Melnichenko, Oleg Balabanov, Riley Murray, James Demmel, Michael W. Mahoney, Piotr Luszczek
2025 C conf
Excvate: Spoofing Exceptions and Solving Constraints to Test Exception Handling in Numerical Libraries.
ARITH
Jackson Vanover, James Demmel, Xiaoye Sherry Li, Cindy Rubio-González
2025 J jnl
Minimizing the Arithmetic and Communication Complexity of Jacobi's Method for Eigenvalues and Singular Values.
CoRR
James Demmel, Hengrui Luo, Ryan Schneider, Yifu Wang
2025 J jnl
Parallel GPU-Accelerated Randomized Construction of Approximate Cholesky Preconditioners.
CoRR
Tianyu Liang, Chao Chen, Yotam Yaniv, Hengrui Luo, David Tench, Xiaoye S. Li, Aydin Buluç, James Demmel
2025 J jnl
Parallelizing the Approximate Minimum Degree Ordering Algorithm: Strategies and Evaluation.
CoRR
Yen-Hsiang Chang, Aydin Buluç, James Demmel
2025 J jnl
Structured Divide-and-Conquer for the Definite Generalized Eigenvalue Problem.
CoRR
James Demmel, Ioana Dumitriu, Ryan Schneider
2025 — conf
SuperNoVA: Algorithm-Hardware Co-Design for Resource-Aware SLAM.
ASPLOS (1)
Seah Kim, Roger Hsiao, Borivoje Nikolic, James Demmel, Yakun Sophia Shao
2025 J jnl
Surrogate-Based Autotuning for Randomized Sketching Algorithms in Regression Problems.
SIAM J. Matrix Anal. Appl.
Younghyun Cho, James Demmel, Michal Derezinski, Haoyun Li, Hengrui Luo, Michael W. Mahoney, Riley Murray
2024 B conf
Distributed-Memory Randomized Algorithms for Sparse Tensor CP Decomposition.
SPAA
Vivek Bharadwaj, Osman Asif Malik, Riley Murray, Aydin Buluç, James Demmel
2024 A conf
Fast multiplication of random dense matrices with sparse matrices.
IPDPS
Tianyu Liang, Riley Murray, Aydin Buluç, James Demmel
2024 J jnl
LPSim: Large Scale Multi-GPU Parallel Computing based Regional Scale Traffic Simulation Framework.
CoRR
Xuan Jiang, Raja Sengupta, James Demmel, Samuel Williams
2024 J jnl
On Multilinear Inequalities of Holder-Brascamp-Lieb Type for Torsion-Free Discrete Abelian Groups.
J. Log. Anal.
Michael Christ, James Demmel, Nicholas Knight, Thomas Scanlon, Katherine A. Yelick
2024 J jnl
WallFacer: Guiding Transformer Model Training Out of the Long-Context Dark Forest with N-body Problem.
CoRR
Ziming Liu, Shaoyu Wang, Shenggan Cheng, Zhongkai Zhao, Xuanlei Zhao, James Demmel, Yang You
2023 J jnl
An Improved Analysis and Unified Perspective on Deterministic and Randomized Low-Rank Matrix Approximation.
SIAM J. Matrix Anal. Appl.
James Demmel, Laura Grigori, Alexander Rusciano
2023 J jnl
CholeskyQR with Randomization and Pivoting for Tall Matrices (CQRRPT).
CoRR
Maksim Melnichenko, Oleg Balabanov, Riley Murray, James Demmel, Michael W. Mahoney, Piotr Luszczek
2023 J jnl
Computron: Serving Distributed Deep Learning Models with Model Parallel Swapping.
CoRR
Daniel Zou, Xinchen Jin, Xueyang Yu, Hao Zhang, James Demmel
2023 A* conf
Fast Exact Leverage Score Sampling from Khatri-Rao Products with Applications to Tensor Decomposition.
NeurIPS
Vivek Bharadwaj, Osman Asif Malik, Riley Murray, Laura Grigori, Aydin Buluç, James Demmel
2023 J jnl
Fast Exact Leverage Score Sampling from Khatri-Rao Products with Applications to Tensor Decomposition.
CoRR
Vivek Bharadwaj, Osman Asif Malik, Riley Murray, Laura Grigori, Aydin Buluç, James Demmel
2023 J jnl
Fast multiplication of random dense matrices with fixed sparse matrices.
CoRR
Tianyu Liang, Riley Murray, Aydin Buluç, James Demmel
2023 J jnl
Generalized Pseudospectral Shattering and Inverse-Free Matrix Pencil Diagonalization.
CoRR
James Demmel, Ioana Dumitriu, Ryan Schneider
2023 J jnl
Nearly Optimal Block-Jacobi Preconditioning.
SIAM J. Matrix Anal. Appl.
James Demmel
2023 J jnl
Randomized Numerical Linear Algebra : A Perspective on the Field With an Eye to Software.
CoRR
Riley Murray, James Demmel, Michael W. Mahoney, N. Benjamin Erichson, Maksim Melnichenko, Osman Asif Malik, Laura Grigori, Piotr Luszczek, Michal Derezinski, Miles E. Lopes, Tianyu Liang, Hengrui Luo, Jack J. Dongarra
2022 J jnl
Communication Bounds for Convolutional Neural Networks.
CoRR
Anthony Chen, James Demmel, Grace Dinh, Mason Haberle, Olga Holtz
2022 — conf
Communication bounds for convolutional neural networks.
PASC
Anthony Chen, James Demmel, Grace Dinh, Mason Haberle, Olga Holtz
2022 J jnl
Distributed-Memory Randomized Algorithms for Sparse Tensor CP Decomposition.
CoRR
Vivek Bharadwaj, Osman Asif Malik, Riley Murray, Aydin Buluç, James Demmel
2022 A conf
Distributed-Memory Sparse Kernels for Machine Learning.
IPDPS
Vivek Bharadwaj, Aydin Buluç, James Demmel
2022 J jnl
Distributed-Memory Sparse Kernels for Machine Learning.
CoRR
Vivek Bharadwaj, Aydin Buluç, James Demmel
2022 — conf
Proposed Consistent Exception Handling for the BLAS and LAPACK.
Correctness@SC
James Demmel, Jack J. Dongarra, Mark Gates, Greg Henry, Julien Langou, Xiaoye S. Li, Piotr Luszczek, Weslley S. Pereira, E. Jason Riedy, Cindy Rubio-González
2022 J jnl
Proposed Consistent Exception Handling for the BLAS and LAPACK.
CoRR
James Demmel, Jack J. Dongarra, Mark Gates, Greg Henry, Julien Langou, Xiaoye S. Li, Piotr Luszczek, Weslley da Silva Pereira, E. Jason Riedy, Cindy Rubio-González
2021 C conf
Auto-Precision Scaling for Distributed Deep Learning.
ISC
Ruobing Han, James Demmel, Yang You
2021 A* conf
CoSA: Scheduling by Constrained Optimization for Spatial Accelerators.
ISCA
Qijing Huang, Aravind Kalaiah, Minwoo Kang, James Demmel, Grace Dinh, John Wawrzynek, Thomas Norell, Yakun Sophia Shao
2021 J jnl
CoSA: Scheduling by Constrained Optimization for Spatial Accelerators.
CoRR
Qijing Huang, Minwoo Kang, Grace Dinh, Thomas Norell, Aravind Kalaiah, James Demmel, John Wawrzynek, Yakun Sophia Shao
2021 J jnl
Communication Lower Bounds of Bilinear Algorithms for Symmetric Tensor Contractions.
SIAM J. Sci. Comput.
Edgar Solomonik, James Demmel, Torsten Hoefler
2021 J jnl
Communication-avoiding kernel ridge regression on parallel and distributed systems.
CCF Trans. High Perform. Comput.
Yang You, Jingyue Huang, Cho-Jui Hsieh, Richard W. Vuduc, James Demmel
2021 B conf
Dynamic scaling for low-precision learning.
PPoPP
Ruobing Han, Min Si, James Demmel, Yang You
2021 — conf
Enhancing Autotuning Capability with a History Database.
MCSoC
Younghyun Cho, James Demmel, Xiaoye S. Li, Yang Liu, Hengrui Luo
2021 J jnl
Fast Bilinear Algorithms for Symmetric Tensor Contractions.
Comput. Methods Appl. Math.
Edgar Solomonik, James Demmel
2021 J jnl
Parallel and Communication Avoiding Least Angle Regression.
SIAM J. Sci. Comput.
Swapnil Das, James Demmel, Kimon Fountoulakis, Laura Grigori, Michael W. Mahoney, Shenghao Yang
2021 — conf
Training EfficientNets at Supercomputer Scale: 83% ImageNet Top-1 Accuracy in One Hour.
IPDPS Workshops
Arissa Wongpanich, Hieu Pham, James Demmel, Mingxing Tan, Quoc V. Le, Yang You, Sameer Kumar
2020 J jnl
Algorithms for Efficient Reproducible Floating Point Summation.
ACM Trans. Math. Softw.
Willow Ahrens, James Demmel, Hong Diep Nguyen
2020 Misc conf
Avoiding Communication in Logistic Regression.
HiPC
Aditya Devarakonda, James Demmel
2020 J jnl
Avoiding Communication in Logistic Regression.
CoRR
Aditya Devarakonda, James Demmel
2020 J jnl
Bidiagonal SVD Computation via an Associated Tridiagonal Eigenproblem.
ACM Trans. Math. Softw.
Osni Marques, James Demmel, Paulo B. Vasconcelos
2020 B conf
Communication-Optimal Tilings for Projective Nested Loops with Arbitrary Bounds.
SPAA
Grace Dinh, James Demmel
2020 J jnl
Communication-Optimal Tilings for Projective Nested Loops with Arbitrary Bounds.
CoRR
Grace Dinh, James Demmel
2020 J jnl
Fast LSTM by dynamic decomposition on cloud and distributed systems.
Knowl. Inf. Syst.
Yang You, Yuxiong He, Samyam Rajbhandari, Wenhan Wang, Cho-Jui Hsieh, Kurt Keutzer, James Demmel
2020 A* conf
Large Batch Optimization for Deep Learning: Training BERT in 76 minutes.
ICLR
Yang You, Jing Li, Sashank J. Reddi, Jonathan Hseu, Sanjiv Kumar, Srinadh Bhojanapalli, Xiaodan Song, James Demmel, Kurt Keutzer, Cho-Jui Hsieh
2020 C conf
Rethinking the Value of Asynchronous Solvers for Distributed Deep Learning.
HPC Asia
Arissa Wongpanich, Yang You, James Demmel
2020 J jnl
The Limit of the Batch Size.
CoRR
Yang You, Yuhui Wang, Huan Zhang, Zhao Zhang, James Demmel, Cho-Jui Hsieh
2020 J jnl
Training EfficientNets at Supercomputer Scale: 83% ImageNet Top-1 Accuracy in One Hour.
CoRR
Arissa Wongpanich, Hieu Pham, James Demmel, Mingxing Tan, Quoc V. Le, Yang You, Sameer Kumar
2019 J jnl
A Generalized Randomized Rank-Revealing Factorization.
CoRR
Grey Ballard, James Demmel, Ioana Dumitriu, Alexander Rusciano
2019 J jnl
An improved analysis and unified perspective on deterministic and randomized low rank matrix approximations.
CoRR
James Demmel, Laura Grigori, Alexander Rusciano
2019 J jnl
Auto-Precision Scaling for Distributed Deep Learning.
CoRR
Ruobing Han, Yang You, James Demmel
2019 J jnl
Avoiding Communication in Primal and Dual Block Coordinate Descent Methods.
SIAM J. Sci. Comput.
Aditya Devarakonda, Kimon Fountoulakis, James Demmel, Michael W. Mahoney
2019 J jnl
Fast Deep Neural Network Training on Distributed Systems and Cloud TPUs.
IEEE Trans. Parallel Distributed Syst.
Yang You, Zhao Zhang, Cho-Jui Hsieh, James Demmel, Kurt Keutzer
2019 A* conf
Fast LSTM Inference by Dynamic Decomposition on Cloud Systems.
ICDM
Yang You, Yuxiong He, Samyam Rajbhandari, Wenhan Wang, Cho-Jui Hsieh, Kurt Keutzer, James Demmel
2019 J jnl
Large-Batch Training for LSTM and Beyond.
CoRR
Yang You, Jonathan Hseu, Chris Ying, James Demmel, Kurt Keutzer, Cho-Jui Hsieh
2019 A conf
Large-batch training for LSTM and beyond.
SC
Yang You, Jonathan Hseu, Chris Ying, James Demmel, Kurt Keutzer, Cho-Jui Hsieh
2019 J jnl
Reducing BERT Pre-Training Time from 3 Days to 76 Minutes.
CoRR
Yang You, Jing Li, Jonathan Hseu, Xiaodan Song, James Demmel, Cho-Jui Hsieh
2018 B conf
A 3D Parallel Algorithm for QR Decomposition.
SPAA
Grey Ballard, James Demmel, Laura Grigori, Mathias Jacquelin, Nicholas Knight
2018 J jnl
A 3D Parallel Algorithm for QR Decomposition.
CoRR
Grey Ballard, James Demmel, Laura Grigori, Mathias Jacquelin, Nicholas Knight
2018 A conf
Accurate, Fast and Scalable Kernel Ridge Regression on Parallel and Distributed Systems.
ICS
Yang You, James Demmel, Cho-Jui Hsieh, Richard W. Vuduc
2018 J jnl
Accurate, Fast and Scalable Kernel Ridge Regression on Parallel and Distributed Systems.
CoRR
Yang You, James Demmel, Cho-Jui Hsieh, Richard W. Vuduc
2018 C conf
Augmented Arithmetic Operations Proposed for IEEE-754 2018.
ARITH
E. Jason Riedy, James Demmel
2018 A conf
Avoiding Synchronization in First-Order Methods for Sparse Convex Optimization.
IPDPS
Aditya Devarakonda, Kimon Fountoulakis, James Demmel, Michael W. Mahoney
2018 J jnl
Communication-Optimal Convolutional Neural Nets.
CoRR
James Demmel, Grace Dinh
2018 B conf
ImageNet Training in Minutes.
ICPP
Yang You, Zhao Zhang, Cho-Jui Hsieh, James Demmel, Kurt Keutzer
2018 B conf
Reducing Communication in Proximal Newton Methods for Sparse Least Squares Problems.
ICPP
Saeed Soori, Aditya Devarakonda, Zachary Blanco, James Demmel, Mert Gürbüzbalaban, Maryam Mehri Dehnavi
2017 J jnl
100-epoch ImageNet Training with AlexNet in 24 Minutes.
CoRR
Yang You, Zhao Zhang, Cho-Jui Hsieh, James Demmel
2017 B conf
A Communication-Avoiding Parallel Algorithm for the Symmetric Eigenvalue Problem.
SPAA
Edgar Solomonik, Grey Ballard, James Demmel, Torsten Hoefler
2017 J jnl
Avoiding Communication in Proximal Methods for Convex Optimization Problems.
CoRR
Saeed Soori, Aditya Devarakonda, James Demmel, Mert Gürbüzbalaban, Maryam Mehri Dehnavi
2017 J jnl
Avoiding Synchronization in First-Order Methods for Sparse Convex Optimization.
CoRR
Aditya Devarakonda, Kimon Fountoulakis, James Demmel, Michael W. Mahoney
2017 J jnl
Communication Lower Bounds of Bilinear Algorithms for Symmetric Tensor Contractions.
CoRR
Edgar Solomonik, James Demmel, Torsten Hoefler
2017 J jnl
Design and Implementation of a Communication-Optimal Classifier for Distributed Kernel Support Vector Machines.
IEEE Trans. Parallel Distributed Syst.
Yang You, James Demmel, Kent Czechowski, Le Song, Rich Vuduc
2017 B conf
Runtime Data Layout Scheduling for Machine Learning Dataset.
ICPP
Yang You, James Demmel
2017 J jnl
Scaling Deep Learning on GPU and Knights Landing clusters.
CoRR
Yang You, Aydin Buluç, James Demmel
2017 A conf
Scaling deep learning on GPU and knights landing clusters.
SC
Yang You, Aydin Buluç, James Demmel
2016 J jnl
A communication-avoiding parallel algorithm for the symmetric eigenvalue problem.
CoRR
Edgar Solomonik, Grey Ballard, James Demmel, Torsten Hoefler
2016 — conf
Asynchronous Parallel Greedy Coordinate Descent.
NIPS
Yang You, Xiangru Lian, Ji Liu, Hsiang-Fu Yu, Inderjit S. Dhillon, James Demmel, Cho-Jui Hsieh
2016 J jnl
Avoiding communication in primal and dual block coordinate descent methods.
CoRR
Aditya Devarakonda, Kimon Fountoulakis, James Demmel, Michael W. Mahoney
2016 J jnl
Exploiting Multiple Levels of Parallelism in Sparse Matrix-Matrix Multiplication.
SIAM J. Sci. Comput.
Ariful Azad, Grey Ballard, Aydin Buluç, James Demmel, Laura Grigori, Oded Schwartz, Sivan Toledo, Samuel Williams
2016 A* conf
Floating-point precision tuning using blame analysis.
ICSE
Cindy Rubio-González, Cuong Nguyen, Benjamin Mehne, Koushik Sen, James Demmel, William Kahan, Costin Iancu, Wim Lavrijsen, David H. Bailey, David Hough
2016 J jnl
Implementing a Collaborative Online Course to Extend Access to HPC Skills.
Comput. Sci. Eng.
Steven I. Gordon, James Demmel, Lizanne DeStefano, Lorna Rivera
2016 J jnl
Matrix Factorization at Scale: a Comparison of Scientific Data Analytics in Spark and C+MPI Using Three Case Studies.
CoRR
Alex Gittens, Aditya Devarakonda, Evan Racah, Michael F. Ringenburg, Lisa Gerhardt, Jey Kottalam, Jialin Liu, Kristyn J. Maschhoff, Shane Canon, Jatin Chhugani, Pramod Sharma, Jiyan Yang, James Demmel, Jim Harrell, Venkat Krishnamurthy, Michael W. Mahoney, Prabhat
2016 — conf
Matrix factorizations at scale: A comparison of scientific data analytics in spark and C+MPI using three case studies.
IEEE BigData
Alex Gittens, Aditya Devarakonda, Evan Racah, Michael F. Ringenburg, Lisa Gerhardt, Jey Kottalam, Jialin Liu, Kristyn J. Maschhoff, Shane Canon, Jatin Chhugani, Pramod Sharma, Jiyan Yang, James Demmel, Jim Harrell, Venkat Krishnamurthy, Michael W. Mahoney, Prabhat
2016 — conf
Network Topologies and Inevitable Contention.
COMHPC@SC
Grey Ballard, James Demmel, Andrew Gearhart, Benjamin Lipshitz, Yishai Oltchik, Oded Schwartz, Sivan Toledo
2016 J jnl
Parallelepipeds obtaining HBL lower bounds.
CoRR
James Demmel, Alex Rusciano
2016 A conf
Write-Avoiding Algorithms.
IPDPS
Erin Carson, James Demmel, Laura Grigori, Nicholas Knight, Penporn Koanantakool, Oded Schwartz, Harsha Vardhan Simhadri
2015 J jnl
Avoiding Communication in Successive Band Reduction.
ACM Trans. Parallel Comput.
Grey Ballard, James Demmel, Nicholas Knight
2015 A conf
CA-SVM: Communication-Avoiding Support Vector Machines on Distributed Systems.
IPDPS
Yang You, James Demmel, Kenneth Czechowski, Le Song, Richard W. Vuduc
2015 J jnl
Communication Avoiding Rank Revealing QR Factorization with Column Pivoting.
SIAM J. Matrix Anal. Appl.
James Demmel, Laura Grigori, Ming Gu, Hua Xiang
2015 J jnl
Exploiting Multiple Levels of Parallelism in Sparse Matrix-Matrix Multiplication.
CoRR
Ariful Azad, Grey Ballard, Aydin Buluç, James Demmel, Laura Grigori, Oded Schwartz, Sivan Toledo, Samuel Williams
2015 — conf
Extending access to HPC skills through a blended online course.
XSEDE
Steven I. Gordon, James Demmel, Lizanne DeStefano, Lorna Rivera
2015 J jnl
Parallel Reproducible Summation.
IEEE Trans. Computers
James Demmel, Hong Diep Nguyen
2015 J jnl
Reconstructing Householder vectors from Tall-Skinny QR.
J. Parallel Distributed Comput.
Grey Ballard, James Demmel, Laura Grigori, Mathias Jacquelin, Nicholas Knight, Hong Diep Nguyen
2015 C conf
Reproducible Tall-Skinny QR.
ARITH
Hong Diep Nguyen, James Demmel
2014 J jnl
A Residual Replacement Strategy for Improving the Maximum Attainable Accuracy of s-Step Krylov Subspace Methods.
SIAM J. Matrix Anal. Appl.
Erin Carson, James Demmel
2014 J jnl
A massively parallel tensor contraction framework for coupled-cluster computations.
J. Parallel Distributed Comput.
Edgar Solomonik, Devin Matthews, Jeff R. Hammond, John F. Stanton, James Demmel
2014 — conf
Architecting an autograder for parallel code.
XSEDE
Razvan Carbunescu, Aditya Devarakonda, James Demmel, Steven I. Gordon, Jay Alameda, Susan Mehringer
2014 J jnl
Communication costs of Strassen's matrix multiplication.
Commun. ACM
Grey Ballard, James Demmel, Olga Holtz, Oded Schwartz
2014 J jnl
Communication lower bounds and optimal algorithms for numerical linear algebra.
Acta Numer.
Grey Ballard, Erin Carson, James Demmel, Mark Hoemmen, Nicholas Knight, Oded Schwartz
2014 J jnl
Communication-Avoiding Symmetric-Indefinite Factorization.
SIAM J. Matrix Anal. Appl.
Grey Ballard, Dulceneia Becker, James Demmel, Jack J. Dongarra, Alex Druinsky, Inon Peled, Oded Schwartz, Sivan Toledo, Ichitaro Yamazaki
2014 A conf
Reconstructing Householder Vectors from Tall-Skinny QR.
IPDPS
Grey Ballard, James Demmel, Laura Grigori, Mathias Jacquelin, Hong Diep Nguyen, Edgar Solomonik
2014 B conf
Tradeoffs between synchronization, communication, and computation in parallel linear algebra computations.
SPAA
Edgar Solomonik, Erin Carson, Nicholas Knight, James Demmel
2014 A conf
s-Step Krylov Subspace Methods as Bottom Solvers for Geometric Multigrid.
IPDPS
Samuel Williams, Mike Lijewski, Ann S. Almgren, Brian van Straalen, Erin Carson, Nicholas Knight, James Demmel
2013 J jnl
Avoiding Communication in Nonsymmetric Lanczos-Based Krylov Subspace Methods.
SIAM J. Sci. Comput.
Erin Claire Carson, Nicholas Knight, James Demmel
2013 B conf
Communication efficient gaussian elimination with partial pivoting using a shape morphing data layout.
SPAA
Grey Ballard, James Demmel, Benjamin Lipshitz, Oded Schwartz, Sivan Toledo
2013 J jnl
Communication lower bounds and optimal algorithms for programs that reference arrays - Part 1.
CoRR
Michael Christ, James Demmel, Nicholas Knight, Thomas Scanlon, Katherine A. Yelick
2013 B conf
Communication optimal parallel multiplication of sparse random matrices.
SPAA
Grey Ballard, Aydin Buluç, James Demmel, Laura Grigori, Benjamin Lipshitz, Oded Schwartz, Sivan Toledo
2013 A conf
Communication-Avoiding Algorithms for Linear Algebra and Beyond.
IPDPS
James Demmel
2013 A conf
Communication-Optimal Parallel Recursive Rectangular Matrix Multiplication.
IPDPS
James Demmel, David Eliahu, Armando Fox, Shoaib Kamil, Benjamin Lipshitz, Oded Schwartz, Omer Spillinger
2013 A conf
Cyclops Tensor Framework: Reducing Communication and Eliminating Load Imbalance in Massively Parallel Contractions.
IPDPS
Edgar Solomonik, Devin Matthews, Jeff R. Hammond, James Demmel
2013 J jnl
Direct QR factorizations for tall-and-skinny matrices in MapReduce architectures
CoRR
Austin R. Benson, David F. Gleich, James Demmel
2013 — conf
Direct QR factorizations for tall-and-skinny matrices in MapReduce architectures.
IEEE BigData
Austin R. Benson, David F. Gleich, James Demmel
2013 — conf
Exploiting Data Sparsity in Parallel Matrix Powers Computations.
PPAM (1)
Nicholas Knight, Erin Claire Carson, James Demmel
2013 C conf
Fast Reproducible Floating-Point Summation.
IEEE Symposium on Computer Arithmetic
James Demmel, Hong Diep Nguyen
2013 A conf
Implementing a Blocked Aasen's Algorithm with a Dynamic Scheduler on Multicore Architectures.
IPDPS
Grey Ballard, Dulceneia Becker, James Demmel, Jack J. Dongarra, Alex Druinsky, Inon Peled, Oded Schwartz, Sivan Toledo, Ichitaro Yamazaki
2013 J jnl
LU Factorization with Panel Rank Revealing Pivoting and Its Communication Avoiding Version.
SIAM J. Matrix Anal. Appl.
Amal Khabou, James Demmel, Laura Grigori, Ming Gu
2013 A conf
Minimizing Communication in All-Pairs Shortest Paths.
IPDPS
Edgar Solomonik, Aydin Buluç, James Demmel
2013 C conf
Numerical Reproducibility and Accuracy at ExaScale.
IEEE Symposium on Computer Arithmetic
James Demmel, Hong Diep Nguyen
2013 A conf
Perfect Strong Scaling Using No Additional Energy.
IPDPS
James Demmel, Andrew Gearhart, Benjamin Lipshitz, Oded Schwartz
2013 A conf
Precimonious: tuning assistant for floating-point precision.
SC
Cindy Rubio-González, Cuong Nguyen, Hong Diep Nguyen, James Demmel, William Kahan, Koushik Sen, David H. Bailey, Costin Iancu, David Hough
2013 — conf
Providing a supported online course on parallel computing.
XSEDE
Steven I. Gordon, Jay Alameda, James Demmel, Razvan Carbunescu, Susan Mehringer
2012 B conf
Brief announcement: strong scaling of matrix multiplication algorithms and memory-independent communication lower bounds.
SPAA
Grey Ballard, James Demmel, Olga Holtz, Benjamin Lipshitz, Oded Schwartz
2012 B conf
Communication avoiding successive band reduction.
PPoPP
Grey Ballard, James Demmel, Nicholas Knight
2012 J jnl
Communication-Optimal Parallel Algorithm for Strassen's Matrix Multiplication
CoRR
Grey Ballard, James Demmel, Olga Holtz, Benjamin Lipshitz, Oded Schwartz
2012 A conf
Communication-avoiding parallel strassen: implementation and performance.
SC
Benjamin Lipshitz, Grey Ballard, James Demmel, Oded Schwartz
2012 J jnl
Communication-optimal Parallel and Sequential QR and LU Factorizations.
SIAM J. Sci. Comput.
James Demmel, Laura Grigori, Mark Hoemmen, Julien Langou
2012 B conf
Communication-optimal parallel algorithm for strassen's matrix multiplication.
SPAA
Grey Ballard, James Demmel, Olga Holtz, Benjamin Lipshitz, Oded Schwartz
2012 J jnl
Fast ℓ
IEEE Trans. Medical Imaging
Mark Murphy, Marcus T. Alley, James Demmel, Kurt Keutzer, Shreyas Vasanawala, Michael Lustig
2012 J jnl
Graph Expansion Analysis for Communication Costs of Fast Rectangular Matrix Multiplication
CoRR
Grey Ballard, James Demmel, Olga Holtz, Benjamin Lipshitz, Oded Schwartz
2012 — conf
Graph Expansion Analysis for Communication Costs of Fast Rectangular Matrix Multiplication.
MedAlg
Grey Ballard, James Demmel, Olga Holtz, Benjamin Lipshitz, Oded Schwartz
2012 J jnl
Graph expansion and communication costs of fast matrix multiplication.
J. ACM
Grey Ballard, James Demmel, Olga Holtz, Oded Schwartz
2012 J jnl
LU factorization with panel rank revealing pivoting and its communication avoiding version
CoRR
Amal Khabou, James Demmel, Laura Grigori, Ming Gu
2012 — conf
Matrix Multiplication on Multidimensional Torus Networks.
VECPAR
Edgar Solomonik, James Demmel
2012 — conf
Poster: Beating MKL and ScaLAPACK at Rectangular Matrix Multiplication Using the BFS/DFS Approach.
SC Companion
James Demmel, David Eliahu, Armando Fox, Shoaib Kamil, Benjamin Lipshitz, Oded Schwartz, Omer Spillinger
2012 J jnl
Strong Scaling of Matrix Multiplication Algorithms and Memory-Independent Communication Lower Bounds
CoRR
Grey Ballard, James Demmel, Olga Holtz, Benjamin Lipshitz, Oded Schwartz
2011 — conf
Accurate and efficient expression evaluation and linear algebra, or why it can be easier to compute accurate eigenvalues of a Vandermonde matrix than the accurate sum of 3 numbers.
SNC
James Demmel
2011 A conf
Avoiding Communication in Numerical Linear Algebra.
ALENEX
James Demmel
2011 B conf
Brief announcement: communication bounds for heterogeneous architectures.
SPAA
Grey Ballard, James Demmel, Andrew Gearhart
2011 J jnl
CALU: A Communication Optimal LU Factorization Algorithm.
SIAM J. Matrix Anal. Appl.
Laura Grigori, James Demmel, Hua Xiang
2011 A conf
Communication-Avoiding QR Decomposition for GPUs.
IPDPS
Michael J. Anderson, Grey Ballard, James Demmel, Kurt Keutzer
2011 — conf
Communication-Optimal Parallel 2.5D Matrix Multiplication and LU Factorization Algorithms.
Euro-Par (2)
Edgar Solomonik, James Demmel
2011 J jnl
Graph Expansion and Communication Costs of Fast Matrix Multiplication
CoRR
Grey Ballard, James Demmel, Olga Holtz, Oded Schwartz
2011 B conf
Graph expansion and communication costs of fast matrix multiplication: regular submission.
SPAA
Grey Ballard, James Demmel, Olga Holtz, Oded Schwartz
2011 A conf
Improving communication performance in dense linear algebra via topology aware collectives.
SC
Edgar Solomonik, Abhinav Bhatele, James Demmel
2011 J jnl
Minimizing Communication in Numerical Linear Algebra.
SIAM J. Matrix Anal. Appl.
Grey Ballard, James Demmel, Olga Holtz, Oded Schwartz
2011 B conf
On improving trust-region variable projection algorithms for separable nonlinear least squares learning.
IJCNN
Eiji Mizutani, James Demmel
2011 A conf
Reduced-Bandwidth Multithreaded Algorithms for Sparse Matrix-Vector Multiplication.
IPDPS
Aydin Buluç, Samuel Williams, Leonid Oliker, James Demmel
2011 — ch.
SuperLU.
Encyclopedia of Parallel Computing
Xiaoye Sherry Li, James Demmel, John R. Gilbert, Laura Grigori, Meiyue Shao
2010 B conf
Brief announcement: Lower bounds on communication for sparse Cholesky factorization of a model problem.
SPAA
Laura Grigori, Pierre-Yves David, James Demmel, Sylvain Peyronnet
2010 J jnl
Communication-optimal Parallel and Sequential Cholesky Decomposition.
SIAM J. Sci. Comput.
Grey Ballard, James Demmel, Olga Holtz, Oded Schwartz
2010 J jnl
Minimizing Communication for Eigenproblems and the Singular Value Decomposition
CoRR
Grey Ballard, James Demmel, Ioana Dumitriu
2009 J jnl
A view of the parallel computing landscape.
Commun. ACM
Krste Asanovic, Rastislav Bodík, James Demmel, Tony M. Keaveny, Kurt Keutzer, John Kubiatowicz, Nelson Morgan, David A. Patterson, Koushik Sen, John Wawrzynek, David Wessel, Katherine A. Yelick
2009 J jnl
Communication-optimal Parallel and Sequential Cholesky Decomposition
CoRR
Grey Ballard, James Demmel, Olga Holtz, Oded Schwartz
2009 B conf
Communication-optimal parallel and sequential Cholesky decomposition: extended abstract.
SPAA
Grey Ballard, James Demmel, Olga Holtz, Oded Schwartz
2009 J jnl
Extra-Precise Iterative Refinement for Overdetermined Least Squares Problems.
ACM Trans. Math. Softw.
James Demmel, Yozo Hida, E. Jason Riedy, Xiaoye S. Li
2009 J jnl
Minimizing Communication in Linear Algebra
CoRR
Grey Ballard, James Demmel, Olga Holtz, Oded Schwartz
2009 A conf
Minimizing communication in sparse matrix solvers.
SC
Marghoob Mohiyuddin, Mark Hoemmen, James Demmel, Katherine A. Yelick
2009 J jnl
Nonnegative Diagonals and High Performance on Low-Profile Matrices from Householder QR.
SIAM J. Sci. Comput.
James Demmel, Mark Hoemmen, Yozo Hida, E. Jason Riedy
2009 J jnl
Optimization of sparse matrix-vector multiplication on emerging multicore platforms.
Parallel Comput.
Samuel Williams, Leonid Oliker, Richard W. Vuduc, John Shalf, Katherine A. Yelick, James Demmel
2008 J jnl
Algorithm 880: A testing infrastructure for symmetric tridiagonal eigensolvers.
ACM Trans. Math. Softw.
Osni Marques, Christof Vömel, James Demmel, Beresford N. Parlett
2008 A conf
Avoiding communication in sparse matrix computations.
IPDPS
James Demmel, Mark Hoemmen, Marghoob Mohiyuddin, Katherine A. Yelick
2008 A conf
Benchmarking GPUs to tune dense linear algebra.
SC
Vasily Volkov, James Demmel
2008 J jnl
Cache efficient bidiagonalization using BLAS 2.5 operators.
ACM Trans. Math. Softw.
Gary W. Howell, James Demmel, Charles T. Fulton, Sven Hammarling, Karen Marmol
2008 A conf
Communication avoiding Gaussian elimination.
SC
Laura Grigori, James Demmel, Hua Xiang
2008 J jnl
Communication-avoiding parallel and sequential QR factorizations
CoRR
James Demmel, Laura Grigori, Mark Hoemmen, Julien Langou
2008 J jnl
Continuation of Invariant Subspaces in Large Bifurcation Problems.
SIAM J. Sci. Comput.
David Bindel, James Demmel, Mark J. Friedman
2008 J jnl
Global minimization of rational functions and the nearest GCDs.
J. Glob. Optim.
Jiawang Nie, James Demmel, Ming Gu
2008 J jnl
Performance and Accuracy of LAPACK's Symmetric Tridiagonal Eigensolvers.
SIAM J. Sci. Comput.
James Demmel, Osni Marques, Beresford N. Parlett, Christof Vömel
2008 J jnl
Sparse SOS Relaxations for Minimizing Functions that are Summations of Small Polynomials.
SIAM J. Optim.
Jiawang Nie, James Demmel
2007 J jnl
Accurate and Efficient Expression Evaluation and Linear Algebra
CoRR
James Demmel, Ioana Dumitriu, Olga Holtz, Plamen Koev
2007 J jnl
Fast linear algebra is stable.
Numerische Mathematik
James Demmel, Ioana Dumitriu, Olga Holtz
2007 J jnl
Fast matrix multiplication is stable.
Numerische Mathematik
James Demmel, Ioana Dumitriu, Olga Holtz, Robert Kleinberg
2007 — conf
Health monitoring of civil infrastructures using wireless sensor networks.
IPSN
Sukun Kim, Shamim Pakzad, David E. Culler, James Demmel, Gregory Fenves, Steven D. Glaser, Martin Turon
2007 A conf
Optimization of sparse matrix-vector multiplication on emerging multicore platforms.
SC
Samuel Williams, Leonid Oliker, Richard W. Vuduc, John Shalf, Katherine A. Yelick, James Demmel
2007 J jnl
Parallel Symbolic Factorization for Sparse LU with Static Pivoting.
SIAM J. Sci. Comput.
Laura Grigori, James Demmel, Xiaoye S. Li
2007 — ch.
Prospectus for a Dense Linear Algebra Software Library.
Handbook of Parallel Computing
Yozo Hida, James Demmel, Julien Langou, Jakub Kurzak, Ming Gu, Alfredo Buttari, Stanimire Tomov, Piotr Luszczek, Julie Langou, Osni Marques, Christof Vömel, Xiaoye S. Li, E. Jason Riedy, Jack J. Dongarra, William Kahan, Beresford N. Parlett, David Bindel
2007 J jnl
When cache blocking of sparse matrix vector multiply works and why.
Appl. Algebra Eng. Commun. Comput.
Rajesh Nishtala, Richard W. Vuduc, James Demmel, Katherine A. Yelick
2006 J jnl
Accurate and efficient evaluation of Schur and Jack functions.
Math. Comput.
James Demmel, Plamen Koev
2006 — conf
Automatic Performance Tuning for the Multi-section with Multiple Eigenvalues Method for Symmetric Tridiagonal Eigenproblems.
PARA
Takahiro Katagiri, Christof Vömel, James Demmel
2006 J jnl
Error bounds from extra-precise iterative refinement.
ACM Trans. Math. Softw.
James Demmel, Yozo Hida, William Kahan, Xiaoye S. Li, Sonil Mukherjee, E. Jason Riedy
2006 J jnl
Fast linear algebra is stable
CoRR
James Demmel, Ioana Dumitriu, Olga Holtz
2006 J jnl
Fast matrix multiplication is stable
CoRR
James Demmel, Ioana Dumitriu, Olga Holtz, Robert Kleinberg
2006 J jnl
Minimizing Polynomials via Sum of Squares over the Gradient Ideal.
Math. Program.
Jiawang Nie, James Demmel, Bernd Sturmfels
2006 — conf
Prospectus for the Next LAPACK and ScaLAPACK Libraries.
PARA
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
2006 Misc conf
Wireless sensor networks for structural health monitoring.
SenSys
Sukun Kim, Shamim Pakzad, David E. Culler, James Demmel, Gregory Fenves, Steven D. Glaser, Martin Turon
2005 Misc conf
Bifurcation Analysis of Large Equilibrium Systems in Matlab.
International Conference on Computational Science (1)
David Bindel, James Demmel, Mark J. Friedman, Willy Govaerts, Yuri A. Kuznetsov
2005 J jnl
Minimum Ellipsoid Bounds for Solutions of Polynomial Systems via Sum of Squares.
J. Glob. Optim.
Jiawang Nie, James Demmel
2005 J jnl
The Accurate and Efficient Solution of a Totally Positive Generalized Vandermonde Linear System.
SIAM J. Matrix Anal. Appl.
James Demmel, Plamen Koev
2005 J jnl
Toward accurate polynomial evaluation in rounded arithmetic
CoRR
James Demmel, Ioana Dumitriu, Olga Holtz
2005 — conf
Toward accurate polynomial evaluation in rounded arithmetic (short report).
Algebraic and Numerical Algorithms and Computer-assisted Proofs
James Demmel, Ioana Dumitriu, Olga Holtz
2004 J jnl
Accurate SVDs of weakly diagonally dominant M-matrices.
Numerische Mathematik
James Demmel, Plamen Koev
2004 J jnl
Accurate and Efficient Floating Point Summation.
SIAM J. Sci. Comput.
James Demmel, Yozo Hida
2004 J jnl
Fast and Accurate Floating Point Summation with Application to Computational Geometry.
Numer. Algorithms
James Demmel, Yozo Hida
2004 — conf
Model Reduction for RF MEMS Simulation.
PARA
David Bindel, Zhaojun Bai, James Demmel
2004 B conf
Performance Models for Evaluation and Automatic Tuning of Symmetric Sparse Matrix-Vector Multiply.
ICPP
Benjamin C. Lee, Richard W. Vuduc, James Demmel, Katherine A. Yelick
2004 — conf
Performance Tuning of Matrix Triple Products Based on Matrix Structure.
PARA
Eun-Jin Im, Ismail Bustany, Cleve Ashcraft, James Demmel, Katherine A. Yelick
2004 J jnl
Statistical Models for Empirical Search-Based Performance Tuning.
Int. J. High Perform. Comput. Appl.
Richard W. Vuduc, James Demmel, Jeff A. Bilmes
2003 — conf
Iterative Scaled Trust-Region Learning in Krylov Subspaces via Pearlmutter's Implicit Sparse Hessian-Vector Multiply.
NIPS
Eiji Mizutani, James Demmel
2003 Misc conf
Memory Hierarchy Optimizations and Performance ounds for Sparse A.
International Conference on Computational Science
Rich Vuduc, Attila Gyulassy, James Demmel, Katherine A. Yelick
2003 J jnl
On structure-exploiting trust-region regularized nonlinear least squares algorithms for neural-network learning.
Neural Networks
Eiji Mizutani, James Demmel
2003 J jnl
SuperLU_DIST: A scalable distributed-memory sparse direct solver for unsymmetric linear systems.
ACM Trans. Math. Softw.
Xiaoye S. Li, James Demmel
2002 J jnl
Design, implementation and testing of extended and mixed precision BLAS.
ACM Trans. Math. Softw.
Xiaoye S. Li, James Demmel, David H. Bailey, Greg Henry, Yozo Hida, Jimmy Iskandar, William Kahan, Suh Y. Kang, Anil Kapur, Michael C. Martin, Brandon Thompson, Teresa Tung, Daniel J. Yoo
2002 J jnl
On computing givens rotations reliably and efficiently.
ACM Trans. Math. Softw.
David Bindel, James Demmel, William Kahan, Osni Marques
2002 A conf
Performance optimizations and bounds for sparse matrix-vector multiply.
SC
Rich Vuduc, James Demmel, Katherine A. Yelick, Shoaib Kamil, Rajesh Nishtala, Benjamin C. Lee
2001 Misc conf
A Data Broker for Distributed Computing Environments.
International Conference on Computational Science (1)
Leroy Anthony Drummond, James Demmel, Carlos R. Mechoso, Howard Robinson, Keith Sklower, Joseph A. Spahr
2001 J jnl
On the Complexity of Computing Error Bounds.
Found. Comput. Math.
James Demmel, Benjamin Diament, Gregorio Malajovich
2001 Misc conf
Statistical Models for Automatic Performance Tuning.
International Conference on Computational Science (1)
Rich Vuduc, James Demmel, Jeff A. Bilmes
2000 — ch.
A Brief Tour of Eigenproblems.
Templates for the Solution of Algebraic Eigenvalue Problems
James Demmel
2000 J jnl
Accurate Singular Value Decompositions of Structured Matrices.
SIAM J. Matrix Anal. Appl.
James Demmel
2000 — conf
Code Generators for Automatic Tuning of Numerical Kernels: Experiences with FFTW.
SAIG
Rich Vuduc, James Demmel
2000 — ch.
Common Issues.
Templates for the Solution of Algebraic Eigenvalue Problems
Jack J. Dongarra, Plamen Koev, Xiaoye S. Li, James Demmel, Henk A. van der Vorst
2000 — ch.
Non-Hermitian Eigenvalue Problems.
Templates for the Solution of Algebraic Eigenvalue Problems
T. Chen, James Demmel, Ming Gu, Yousef Saad, Richard B. Lehoucq, Danny C. Sorensen, Kristyn J. Maschhoff, Zhaojun Bai, David Day, Roland W. Freund, Gerard L. G. Sleijpen, Henk A. van der Vorst, Ruipeng Li
2000 — conf
On Iterative Krylov-Dogleg Trust-Region Steps for Solving Neural Networks Nonlinear Least Squares Problems.
NIPS
Eiji Mizutani, James Demmel
2000 — ch.
Singular Value Decomposition.
Templates for the Solution of Algebraic Eigenvalue Problems
James Demmel
2000 — book
Templates for the Solution of Algebraic Eigenvalue Problems
Zhaojun Bai, James Demmel, Jack J. Dongarra, Axel Ruhe, Henk A. van der Vorst
1999 — conf
A Scalable Sparse Direct Solver Using Static Pivoting.
PP
Xiaoye S. Li, James Demmel
1999 — book
LAPACK Users' Guide, Third Edition
Edward C. Anderson, Zhaojun Bai, Christian H. Bischof, L. Susan Blackford, James Demmel, Jack J. Dongarra, Jeremy Du Croz, Anne Greenbaum, Sven Hammarling, A. McKenney, Danny C. Sorensen
1999 B conf
Making Sparse Matrix Computations Scalable (Invited Talk Abstract).
SPAA
James Demmel
1998 A conf
Making Sparse Gaussian Elimination Scalable by Static Pivoting.
SC
Xiaoye S. Li, James Demmel
1998 J jnl
Programming Tools and Environments.
Commun. ACM
Joel H. Saltz, Alan Sussman, Susan L. Graham, James Demmel, Scott B. Baden, Jack J. Dongarra
1998 J jnl
Using the Matrix Sign Function to Compute Invariant Subspaces.
SIAM J. Matrix Anal. Appl.
Zhaojun Bai, James Demmel
1997 — book
Applied Numerical Linear Algebra.
James Demmel
1997 J jnl
Models and Scheduling Algorithms for Mixed Data and Task Parallel Programs.
J. Parallel Distributed Comput.
Soumen Chakrabarti, James Demmel, Katherine A. Yelick
1997 A conf
Optimizing Matrix Multiply Using PHiPAC: A Portable, High-Performance, ANSI C Coding Methodology.
International Conference on Supercomputing
Jeff A. Bilmes, Krste Asanovic, Chee-Whye Chin, James Demmel
1997 J jnl
Practical Experience in the Numerical Dangers of Heterogeneous Computing.
ACM Trans. Math. Softw.
L. Susan Blackford, Andrew J. Cleary, Antoine Petitet, R. Clinton Whaley, James Demmel, Inderjit S. Dhillon, H. Ren, Ken Stanley, Jack J. Dongarra, Sven Hammarling
1997 — conf
ScaLAPACK: A Linear Algebra Library for Message-Passing Computers.
PP
L. Susan Blackford, Jaeyoung Choi, Andrew J. Cleary, Eduardo F. D'Azevedo, James Demmel, Inderjit S. Dhillon, Jack J. Dongarra, Sven Hammarling, Greg Henry, Antoine Petitet, Ken Stanley, David W. Walker, R. Clinton Whaley
1997 J jnl
The Spectral Decomposition of Nonsymmetric Matrices on Distributed Memory Parallel Computers.
SIAM J. Sci. Comput.
Zhaojun Bai, James Demmel, Jack J. Dongarra, Antoine Petitet, Howard Robinson, Ken Stanley
1997 Misc conf
Using PHiPAC to speed error back-propagation learning.
ICASSP
Jeff A. Bilmes, Krste Asanovic, Chee-Whye Chin, James Demmel
1996 — conf
Practical Experience in the Dangers of Heterogeneous Computing.
PARA
Andrew J. Cleary, James Demmel, Inderjit S. Dhillon, Jack J. Dongarra, Sven Hammarling, Antoine Petitet, H. Ren, Ken Stanley, R. Clinton Whaley
1996 A conf
ScaLAPACK: A Portable Linear Algebra Library for Distributed Memory Computers - Design Issues and Performance.
SC
L. Susan Blackford, Jaeyoung Choi, Andrew J. Cleary, James Demmel, Inderjit S. Dhillon, Jack J. Dongarra, Sven Hammarling, Greg Henry, Antoine Petitet, Ken Stanley, David W. Walker, R. Clinton Whaley
1995 J jnl
Algorithms for Intersecting Parametric and Algebraic Curves II: Multiple Intersections.
CVGIP Graph. Model. Image Process.
Dinesh Manocha, James Demmel
1995 B conf
Modeling the Benefits of Mixed Data and Task Parallelism.
SPAA
Soumen Chakrabarti, James Demmel, Katherine A. Yelick
1995 A conf
Performance of a Parallel Global Atmospheric Chemical Tracer Model.
SC
James Demmel, Sharon Smith
1995 — conf
ScaLAPACK: A Portable Linear Algebra Library for Distributed Memory Computers - Design Issues and Performance.
PARA
Jaeyoung Choi, James Demmel, Inderjit S. Dhillon, Jack J. Dongarra, Susan Ostrouchov, Antoine Petitet, Ken Stanley, David W. Walker, R. Clinton Whaley
1995 — ch.
Templates for Linear Algebra Problems.
Computer Science Today
Zhaojun Bai, David Day, James Demmel, Jack J. Dongarra, Ming Gu, Axel Ruhe, Henk A. van der Vorst
1995 — conf
The Performance of Finding Eigenvalues and Eigenvaectors of Dense Symmetric Matrices on Distributed Memory Computers.
PP
James Demmel, Ken Stanley
1994 J jnl
Algorithms for intersecting parametric and algebraic curves I: simple intersections.
ACM Trans. Graph.
Dinesh Manocha, James Demmel
1994 J jnl
Faster Numerical Algorithms via Exception Handling.
IEEE Trans. Computers
James Demmel, Xiaoye S. Li
1994 — book
Templates for the Solution of Linear Systems: Building Blocks for Iterative Methods
Richard F. Barrett, Michael W. Berry, Tony F. Chan, James Demmel, June M. Donato, Jack J. Dongarra, Victor Eijkhout, Roldan Pozo, Charles H. Romine, Henk A. van der Vorst
1993 J jnl
A New Algorithm for the Symmetric Tridiagonal Eigenvalue Problem.
J. Complex.
Victor Y. Pan, James Demmel
1993 — conf
Design of a Parallel Nonsymmetric Eigenroutine Toolbox, Part I.
PPSC
Zhaojun Bai, James Demmel
1993 C conf
Faster numerical algorithms via exception handling.
IEEE Symposium on Computer Arithmetic
James Demmel, Xiaoye S. Li
1993 — conf
LAPACK for Distributed Memory Architectures: The Next Generation.
PPSC
James Demmel, Jack J. Dongarra, Robert A. van de Geijn, David W. Walker
1993 J jnl
On computing condition numbers for the nonsymmetric eigenproblem.
ACM Trans. Math. Softw.
Zhaojun Bai, James Demmel, A. McKenney
1993 J jnl
The generalized Schur decomposition of an arbitrary pencil A-λB - robust software with error bounds and applications. Part I: theory and algorithms.
ACM Trans. Math. Softw.
James Demmel, Bo Kågström
1993 J jnl
The generalized Schur decomposition of an arbitrary pencil A-λB - robust software with error bounds and applications. Part II: software and applications.
ACM Trans. Math. Softw.
James Demmel, Bo Kågström
1992 J jnl
Jacobi's Method is More Accurate than QR.
SIAM J. Matrix Anal. Appl.
James Demmel, Kresimir Veselic
1992 J jnl
Stability of block algorithms with fast level-3 BLAS.
ACM Trans. Math. Softw.
James Demmel, Nicholas J. Higham
1992 J jnl
The Componentwise Distance to the Nearest Singular Matrix.
SIAM J. Matrix Anal. Appl.
James Demmel
1991 J jnl
LAPACK: A portable linear algebra library for high-performance computers.
Concurr. Pract. Exp.
James Demmel
1990 J jnl
Accurate Singular Values of Bidiagonal Matrices.
SIAM J. Sci. Comput.
James Demmel, William Kahan
1990 A conf
LAPACK: a portable linear algebra library for high-performance computers.
SC
Edward C. Anderson, Zhaojun Bai, Jack J. Dongarra, Anne Greenbaum, A. McKenney, Jeremy Du Croz, Sven Hammarling, James Demmel, Christian H. Bischof, Danny C. Sorensen
1989 J jnl
On a Block Implementation of Hessenberg Multishift QR Iteration.
Int. J. High Speed Comput.
Zhaojun Bai, James Demmel
1989 A* conf
Optimal three finger grasps.
ICRA
James Demmel, Gerardo Lafferriere
1988 A* conf
Theoretical and experimental studies using a multifinger planar manipulator.
ICRA
James Demmel, Gerardo Lafferriere, Jacob T. Schwartz, Micha Sharir
1987 C conf
On error analysis in arithmetic with varying relative precision.
IEEE Symposium on Computer Arithmetic
James Demmel
1987 J jnl
The geometry of III-conditioning.
J. Complex.
James Demmel