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Coded sparse matrix computation schemes that leverage partial stragglers
v1v2 (latest)

Coded sparse matrix computation schemes that leverage partial stragglers

IEEE Transactions on Information Theory (IEEE Trans. Inf. Theory), 2020
11 December 2020
A. Das
A. Ramamoorthy
ArXiv (abs)PDFHTML

Papers citing "Coded sparse matrix computation schemes that leverage partial stragglers"

13 / 13 papers shown
Sparsity-Preserving Encodings for Straggler-Optimal Distributed Matrix
  Computations at the Edge
Sparsity-Preserving Encodings for Straggler-Optimal Distributed Matrix Computations at the EdgeIEEE Internet of Things Journal (IEEE IoT J.), 2024
A. Das
Aditya Ramamoorthy
David J. Love
Christopher G. Brinton
218
3
0
09 Aug 2024
Approximated Coded Computing: Towards Fast, Private and Secure
  Distributed Machine Learning
Approximated Coded Computing: Towards Fast, Private and Secure Distributed Machine LearningIEEE Transactions on Emerging Topics in Computing (IEEE TETC), 2024
Houming Qiu
Kun Zhu
Nguyen Cong Luong
Dusit Niyato
FedML
203
2
0
07 Jun 2024
Wireless Distributed Matrix-Vector Multiplication using Over-the-Air
  Computation and Analog Coding
Wireless Distributed Matrix-Vector Multiplication using Over-the-Air Computation and Analog Coding
Jinho Choi
254
3
0
17 Feb 2024
ECoFLaP: Efficient Coarse-to-Fine Layer-Wise Pruning for Vision-Language
  Models
ECoFLaP: Efficient Coarse-to-Fine Layer-Wise Pruning for Vision-Language ModelsInternational Conference on Learning Representations (ICLR), 2023
Yi-Lin Sung
Jaehong Yoon
Mohit Bansal
VLM
356
22
0
04 Oct 2023
Sparsity and Privacy in Secret Sharing: A Fundamental Trade-Off
Sparsity and Privacy in Secret Sharing: A Fundamental Trade-OffIEEE Transactions on Information Forensics and Security (IEEE TIFS), 2023
Rawad Bitar
Maximilian Egger
Antonia Wachter-Zeh
M. Xhemrishi
256
5
0
11 Aug 2023
Preserving Sparsity and Privacy in Straggler-Resilient Distributed
  Matrix Computations
Preserving Sparsity and Privacy in Straggler-Resilient Distributed Matrix ComputationsAllerton Conference on Communication, Control, and Computing (Allerton), 2023
A. Das
A. Ramamoorthy
David J. Love
Christopher G. Brinton
336
2
0
08 Aug 2023
Gradient Coding with Iterative Block Leverage Score Sampling
Gradient Coding with Iterative Block Leverage Score SamplingIEEE Transactions on Information Theory (IEEE Trans. Inf. Theory), 2023
Neophytos Charalambides
Mert Pilanci
Alfred Hero
339
6
0
06 Aug 2023
Sparse and Private Distributed Matrix Multiplication with Straggler
  Tolerance
Sparse and Private Distributed Matrix Multiplication with Straggler ToleranceInternational Symposium on Information Theory (ISIT), 2023
Maximilian Egger
M. Xhemrishi
Antonia Wachter-Zeh
Rawad Bitar
308
4
0
27 Jun 2023
Coded Matrix Computations for D2D-enabled Linearized Federated Learning
Coded Matrix Computations for D2D-enabled Linearized Federated LearningIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023
A. Das
A. Ramamoorthy
David J. Love
Christopher G. Brinton
FedML
304
4
0
23 Feb 2023
Sparse Random Khatri-Rao Product Codes for Distributed Matrix
  Multiplication
Sparse Random Khatri-Rao Product Codes for Distributed Matrix MultiplicationInformation Theory Workshop (ITW), 2022
Ruowan Ji
A. Heidarzadeh
Krishna R. Narayanan
189
7
0
12 May 2022
Breaking Blockchain's Communication Barrier with Coded Computation
Breaking Blockchain's Communication Barrier with Coded ComputationInformation Theory Workshop (ITW), 2022
Canran Wang
Netanel Raviv
243
15
0
03 Apr 2022
Secure Private and Adaptive Matrix Multiplication Beyond the Singleton
  Bound
Secure Private and Adaptive Matrix Multiplication Beyond the Singleton BoundIEEE Journal on Selected Areas in Information Theory (JSAIT), 2021
Christoph Hofmeister
Rawad Bitar
M. Xhemrishi
Antonia Wachter-Zeh
286
18
0
12 Aug 2021
Flexible Distributed Matrix Multiplication
Flexible Distributed Matrix MultiplicationIEEE Transactions on Information Theory (IEEE Trans. Inf. Theory), 2021
Weiqi Li
Zhen Chen
Zhiying Wang
S. Jafar
Hamid Jafarkhani
198
10
0
22 Jul 2021
1
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