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Demmel, James
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1

Fast multiplication of random dense matrices with sparse ma..:

, In: 2024 IEEE International Parallel and Distributed Processing Symposium (IPDPS),
Liang, Tianyu ; Murray, Riley ; Buluc, Aydin. - p. 52-62 , 2024
Link: https://doi.org/10.1109/..
 
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2

Distributed-Memory Randomized Algorithms for Sparse Tensor ..:

, In: Proceedings of the 36th ACM Symposium on Parallelism in Algorithms and Architectures,
Bharadwaj, Vivek ; Malik, Osman Asif ; Murray, Riley.. - p. 155-168 , 2024
Link: https://dl.acm.org/doi/1..
 
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3

Nearly Optimal Block-Jacobi Preconditioning:

Demmel, James
SIAM Journal on Matrix Analysis and Applications.  44 (2023)  1 - p. 408-413 , 2023
Link: https://doi.org/10.1137/..
 
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4

An Improved Analysis and Unified Perspective on Determinist..:

Demmel, James ; Grigori, Laura ; Rusciano, Alexander
SIAM Journal on Matrix Analysis and Applications.  44 (2023)  2 - p. 559-591 , 2023
Link: https://doi.org/10.1137/..
 
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5

Communication bounds for convolutional neural networks:

, In: Proceedings of the Platform for Advanced Scientific Computing Conference,
Chen, Anthony ; Demmel, James ; Dinh, Grace.. - p. 1-10 , 2022
Link: https://dl.acm.org/doi/1..
 
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6

Distributed-Memory Sparse Kernels for Machine Learning:

, In: 2022 IEEE International Parallel and Distributed Processing Symposium (IPDPS),
Bharadwaj, Vivek ; Buluc, Aydin ; Demmel, James - p. 47-58 , 2022
Link: https://doi.org/10.1109/..
 
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7

Proposed Consistent Exception Handling for the BLAS and LAP..:

, In: 2022 IEEE/ACM Sixth International Workshop on Software Correctness for HPC Applications (Correctness),
Demmel, James ; Dongarra, Jack ; Gates, Mark... - p. 1-9 , 2022
Link: https://doi.org/10.1109/..
 
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8

Dynamic scaling for low-precision learning:

, In: Proceedings of the 26th ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming,
Han, Ruobing ; Si, Min ; Demmel, James. - p. 480-482 , 2021
Link: https://dl.acm.org/doi/1..
 
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9

Communication-avoiding kernel ridge regression on parallel ..:

You, Yang ; Huang, Jingyue ; Hsieh, Cho-Jui..
CCF Transactions on High Performance Computing.  3 (2021)  3 - p. 252-270 , 2021
Link: https://doi.org/10.1007/..
 
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10

CoSA : scheduling by constrained optimization for spatia..:

, In: Proceedings of the 48th Annual International Symposium on Computer Architecture,
Huang, Qijing ; Kang, Minwoo ; Dinh, Grace... - p. 554-566 , 2021
Link: https://dl.acm.org/doi/1..
 
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11

Auto-Precision Scaling for Distributed Deep Learning:

, In: Lecture Notes in Computer Science; High Performance Computing,
Han, Ruobing ; Demmel, James ; You, Yang - p. 79-97 , 2021
Link: https://doi.org/10.1007/..
 
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12

Communication Lower Bounds of Bilinear Algorithms for Symme..:

Solomonik, Edgar ; Demmel, James ; Hoefler, Torsten
SIAM Journal on Scientific Computing.  43 (2021)  5 - p. A3328-A3356 , 2021
Link: https://doi.org/10.1137/..
 
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13

Parallel and Communication Avoiding Least Angle Regression:

Das, Swapnil ; Demmel, James ; Fountoulakis, Kimon...
SIAM Journal on Scientific Computing.  43 (2021)  2 - p. C154-C176 , 2021
Link: https://doi.org/10.1137/..
 
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14

CoSA: Scheduling by Constrained Optimization for Spatial Ac..:

, In: 2021 ACM/IEEE 48th Annual International Symposium on Computer Architecture (ISCA),
Huang, Qijing ; Kang, Minwoo ; Dinh, Grace... - p. 554-566 , 2021
Link: https://doi.org/10.1109/..
 
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15

Communication-Optimal Tilings for Projective Nested Loops w..:

, In: Proceedings of the 32nd ACM Symposium on Parallelism in Algorithms and Architectures,
Dinh, Grace ; Demmel, James - p. 523-525 , 2020
Link: https://dl.acm.org/doi/1..
 
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