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XORing Elephants: Novel Erasure Codes for Big Data
- M. Sathiamoorthy, Megasthenis Asteris, Dhruba Borthakur
- Computer ScienceProc. VLDB Endow.
- 16 January 2013
TLDR
Speeding Up Distributed Machine Learning Using Codes
- Kangwook Lee, Maximilian Lam, Ramtin Pedarsani, Dimitris Papailiopoulos, K. Ramchandran
- Computer ScienceIEEE Transactions on Information Theory
- 8 December 2015
TLDR
Federated Learning with Matched Averaging
- Hongyi Wang, Mikhail Yurochkin, Yuekai Sun, Dimitris Papailiopoulos, Y. Khazaeni
- Computer ScienceICLR
- 15 February 2020
TLDR
Locally Repairable Codes
- Dimitris Papailiopoulos, A. Dimakis
- Computer ScienceIEEE Transactions on Information Theory
- 17 June 2012
TLDR
Perturbed Iterate Analysis for Asynchronous Stochastic Optimization
- Horia Mania, Xinghao Pan, Dimitris Papailiopoulos, B. Recht, K. Ramchandran, Michael I. Jordan
- Computer ScienceSIAM J. Optim.
- 24 July 2015
TLDR
Interference Alignment as a Rank Constrained Rank Minimization
- Dimitris Papailiopoulos, A. Dimakis
- Computer ScienceIEEE Transactions on Signal Processing
- 4 October 2010
TLDR
ATOMO: Communication-efficient Learning via Atomic Sparsification
- Hongyi Wang, Scott Sievert, Shengchao Liu, Zachary B. Charles, Dimitris Papailiopoulos, S. Wright
- Computer ScienceNeurIPS
- 11 June 2018
TLDR
DRACO: Byzantine-resilient Distributed Training via Redundant Gradients
- Lingjiao Chen, Hongyi Wang, Zachary B. Charles, Dimitris Papailiopoulos
- Computer ScienceICML
- 27 March 2018
TLDR
Locality and Availability in Distributed Storage
- A. Rawat, Dimitris Papailiopoulos, A. Dimakis, S. Vishwanath
- Computer ScienceIEEE Transactions on Information Theory
- 9 February 2014
TLDR
Speeding up distributed machine learning using codes
- Kangwook Lee, Maximilian Lam, Ramtin Pedarsani, Dimitris Papailiopoulos, K. Ramchandran
- Computer ScienceISIT
- 10 July 2016
TLDR
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