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Dimitris Papailiopoulos
Observed names:
Dimitris Papailliopoulos,
Dimitris S. Papailiopoulos,
Papailiopoulos, Dimitris,
Papailiopoulos, Dimitris S.
Institutions:
Microsoft (United States),
Microsoft Research (United Kingdom),
University of California, Berkeley
Observed institutions:
University of Southern California,
Microsoft (United States),
University of Wisconsin–Madison,
Princeton University,
Microsoft Research (United Kingdom),
Technical University of Crete,
The University of Texas at Austin,
University of California, Berkeley
show all 8
OpenAlex ID:
A5018630988
Speeding Up Distributed Machine Learning Using Codes
2017
·
Kangwook Lee
, Maximilian Lam
, et al.
·
IEEE Transactions on Information Theory
·
829
PDF
Federated Learning with Matched Averaging
2020
·
Wang, Hongyi
, Yurochkin, Mikhail
, et al.
·
arXiv (Cornell University)
·
725
PDF
XORing elephants
2013
·
Maheswaran Sathiamoorthy
, Megasthenis Asteris
, et al.
·
Proceedings of the VLDB Endowment
·
690
Attack of the Tails: Yes, You Really Can Backdoor Federated Learning
2020
·
Wang, Hongyi
, Sreenivasan, Kartik
, et al.
·
arXiv (Cornell University)
·
406
PDF
Locally Repairable Codes
2014
·
Dimitris S. Papailiopoulos
, Alexandros G. Dimakis
·
IEEE Transactions on Information Theory
·
354
Locality and Availability in Distributed Storage
2014
·
Ankit Singh Rawat
, Dimitris S. Papailiopoulos
, et al.
·
IEEE International Symposium on Information Theory (ISIT)
·
267
PDF
ATOMO: Communication-efficient Learning via Atomic Sparsification
2018
·
Wang, Hongyi
, Sievert, Scott
, et al.
·
arXiv (Cornell University)
·
247
PDF
Locally repairable codes
2012
·
Dimitris S. Papailiopoulos
, Alexandros G. Dimakis
·
IEEE International Symposium on Information Theory (ISIT)
·
207
Simple regenerating codes: Network coding for cloud storage
2012
·
Dimitris S. Papailiopoulos
, Jianqiang Luo
, et al.
·
IEEE Conference on Computer Communications (INFOCOM)
·
197
PDF
DRACO: Byzantine-resilient Distributed Training via Redundant Gradients
2018
·
Chen, Lingjiao
, Wang, Hongyi
, et al.
·
arXiv (Cornell University)
·
191
PDF
Perturbed Iterate Analysis for Asynchronous Stochastic Optimization
2017
·
Horia Mania
, Xinghao Pan
, et al.
·
SIAM Journal on Optimization
·
159
PDF
Optimal Locally Repairable Codes and Connections to Matroid Theory
2016
·
Itzhak Tamo
, Dimitris S. Papailiopoulos
, et al.
·
IEEE Transactions on Information Theory
·
141
Interference Alignment as a Rank Constrained Rank Minimization
2012
·
Dimitris S. Papailiopoulos
, Alexandros G. Dimakis
·
IEEE Transactions on Signal Processing
·
128
Speeding up distributed machine learning using codes
2016
·
Kangwook Lee
, Maximilian Lam
, et al.
·
IEEE International Symposium on Information Theory (ISIT)
·
125
Optimal locally repairable codes and connections to matroid theory
2013
·
Itzhak Tamo
, Dimitris S. Papailiopoulos
, et al.
·
IEEE International Symposium on Information Theory (ISIT)
·
115
XORing Elephants: Novel Erasure Codes for Big Data
2013
·
Sathiamoorthy, Maheswaran
, Asteris, Megasthenis
, et al.
·
arXiv (Cornell University)
·
102
PDF
Gradient Diversity: a Key Ingredient for Scalable Distributed Learning
2017
·
Yin, Dong
, Pananjady, Ashwin
, et al.
·
arXiv (Cornell University)
·
95
PDF
Stability and Generalization of Learning Algorithms that Converge to Global Optima
2017
·
Charles, Zachary
, Papailiopoulos, Dimitris
·
arXiv (Cornell University)
·
81
PDF
Repair optimal erasure codes through hadamard designs
2011
·
Dimitris S. Papailiopoulos
, Alexandros G. Dimakis
, et al.
·
Allerton Conference on Communication, Control, and Computing
·
75
PDF
Approximate Gradient Coding via Sparse Random Graphs
2017
·
Charles, Zachary
, Papailiopoulos, Dimitris
, et al.
·
arXiv (Cornell University)
·
72
PDF
DETOX: A Redundancy-based Framework for Faster and More Robust Gradient Aggregation
2019
·
Rajput, Shashank
, Wang, Hongyi
, et al.
·
arXiv (Cornell University)
·
70
PDF
LIFT: Language-Interfaced Fine-Tuning for Non-Language Machine Learning Tasks
2022
·
Tuan Dinh
, Yuchen Zeng
, et al.
·
neural information processing systems
·
67
PDF
Provable deterministic leverage score sampling
2014
·
Dimitris Papailiopoulos
, Anastasios Kyrillidis
, et al.
·
ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)
·
65
PDF
A Repair Framework for Scalar MDS Codes
2014
·
Karthikeyan Shanmugam
, Dimitris S. Papailiopoulos
, et al.
·
IEEE Journal on Selected Areas in Communications
·
63
ErasureHead: Distributed Gradient Descent without Delays Using Approximate Gradient Coding
2019
·
Wang, Hongyi
, Charles, Zachary
, et al.
·
arXiv (Cornell University)
·
48
PDF
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Works count:
130
Citation count:
6,409
H-index:
32
I10-index:
65
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