Dimitris Papailiopoulos
Dimitris Papailiopoulos
Assistant Professor, University of Wisconsin-Madison
Verified email at papail.io - Homepage
TitleCited byYear
XORing elephants: Novel erasure codes for big data
M Sathiamoorthy, M Asteris, D Papailiopoulos, AG Dimakis, R Vadali, ...
Proceedings of the VLDB Endowment 6 (5), 325-336, 2013
6072013
Locally repairable codes
DS Papailiopoulos, AG Dimakis
IEEE Transactions on Information Theory 60 (10), 5843-5855, 2014
4112014
Speeding up distributed machine learning using codes
K Lee, M Lam, R Pedarsani, D Papailiopoulos, K Ramchandran
IEEE Transactions on Information Theory, 2017
2822017
Simple regenerating codes: Network coding for cloud storage
DS Papailiopoulos, J Luo, AG Dimakis, C Huang, J Li
2012 Proceedings IEEE INFOCOM, 2801-2805, 2012
1912012
Interference alignment as a rank constrained rank minimization
DS Papailiopoulos, AG Dimakis
IEEE Transactions on Signal Processing 60 (8), 4278-4288, 2012
1862012
Locality and availability in distributed storage
AS Rawat, DS Papailiopoulos, AG Dimakis, S Vishwanath
IEEE Transactions on Information Theory 62 (8), 4481-4493, 2016
1692016
Repair optimal erasure codes through hadamard designs
DS Papailiopoulos, AG Dimakis, VR Cadambe
IEEE transactions on information theory 59 (5), 3021-3037, 2013
1662013
Optimal locally repairable codes and connections to matroid theory
I Tamo, DS Papailiopoulos, AG Dimakis
IEEE Transactions on Information Theory 62 (12), 6661-6671, 2016
1622016
Perturbed Iterate Analysis for Asynchronous Stochastic Optimization
H Mania, X Pan, D Papailiopoulos, B Recht, K Ramchandran, MI Jordan
SIAM Journal on Optimization 27 (4), 2202-2229, 2017
1042017
Parallel Correlation Clustering on Big Graphs
X Pan, D Papailiopoulos, S Oymak, B Recht, K Ramchandran, MI Jordan
Advances in Neural Information Processing Systems, 82-90, 2015
492015
Sparse PCA through low-rank approximations
D Papailiopoulos, A Dimakis, S Korokythakis
International Conference on Machine Learning, 747-755, 2013
472013
Cyclades: Conflict-free asynchronous machine learning
X Pan, M Lam, S Tu, D Papailiopoulos, C Zhang, MI Jordan, ...
Advances in Neural Information Processing Systems, 2568-2576, 2016
432016
DRACO: Byzantine-resilient Distributed Training via Redundant Gradients
L Chen, H Wang, Z Charles, D Papailiopoulos
International Conference on Machine Learning, 902-911, 2018
40*2018
Provable Deterministic Leverage Score Sampling
D Papailiopoulos, A Kyrillidis, C Boutsidis
arXiv preprint arXiv:1404.1530, 2014
402014
A repair framework for scalar MDS codes
K Shanmugam, DS Papailiopoulos, AG Dimakis, G Caire
IEEE Journal on Selected Areas in Communications 32 (5), 998-1007, 2014
392014
Nonnegative sparse PCA with provable guarantees
M Asteris, D Papailiopoulos, A Dimakis
International Conference on Machine Learning, 1728-1736, 2014
352014
Gradient Diversity: a Key Ingredient for Scalable Distributed Learning
D Yin, A Pananjady, M Lam, D Papailiopoulos, K Ramchandran, P Bartlett
Proceedings of the 21th International Conference on Artificial Intelligence …, 2018
33*2018
Atomo: Communication-efficient learning via atomic sparsification
H Wang, S Sievert, S Liu, Z Charles, D Papailiopoulos, S Wright
Advances in Neural Information Processing Systems, 9850-9861, 2018
312018
Approximate Gradient Coding via Sparse Random Graphs
Z Charles, D Papailiopoulos, J Ellenberg
arXiv preprint arXiv:1711.06771, 2017
252017
Distributed storage codes through Hadamard designs
DS Papailiopoulos, AG Dimakis
2011 IEEE International Symposium on Information Theory Proceedings, 1230-1234, 2011
252011
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