Advances and open problems in federated learning P Kairouz, HB McMahan, B Avent, A Bellet, M Bennis, AN Bhagoji, ... Foundations and trends® in machine learning 14 (1–2), 1-210, 2021 | 6521 | 2021 |
On the index coding problem and its relation to network coding and matroid theory S El Rouayheb, A Sprintson, C Georghiades IEEE Transactions on information theory 56 (7), 3187-3195, 2010 | 312 | 2010 |
Private information retrieval from MDS coded data in distributed storage systems R Tajeddine, OW Gnilke, S El Rouayheb IEEE Transactions on Information Theory 64 (11), 7081-7093, 2018 | 263 | 2018 |
Fractional repetition codes for repair in distributed storage systems S El Rouayheb, K Ramchandran 2010 48th Annual Allerton Conference on Communication, Control, and …, 2010 | 242 | 2010 |
Securing dynamic distributed storage systems against eavesdropping and adversarial attacks S Pawar, S El Rouayheb, K Ramchandran IEEE Transactions on Information Theory 57 (10), 6734-6753, 2011 | 209 | 2011 |
Mariana Raykova, Dawn Song, Weikang Song, Sebastian U P Kairouz, HB McMahan, B Avent, A Bellet, M Bennis, AN Bhagoji, ... Stich, Ziteng Sun, Ananda Theertha Suresh, Florian Tramèr, Praneeth …, 2021 | 207 | 2021 |
An equivalence between network coding and index coding M Effros, S El Rouayheb, M Langberg IEEE Transactions on Information Theory 61 (5), 2478-2487, 2015 | 184 | 2015 |
On the minimum number of transmissions in single-hop wireless coding networks SY El Rouayheb, MAR Chaudhry, A Sprintson 2007 IEEE Information Theory Workshop, 120-125, 2007 | 178 | 2007 |
Private information retrieval with side information S Kadhe, B Garcia, A Heidarzadeh, S El Rouayheb, A Sprintson IEEE Transactions on Information Theory 66 (4), 2032-2043, 2019 | 173 | 2019 |
Secure network coding for wiretap networks of type II S El Rouayheb, E Soljanin, A Sprintson IEEE Transactions on Information Theory 58 (3), 1361-1371, 2012 | 150 | 2012 |
On wiretap networks II SY El Rouayheb, E Soljanin 2007 IEEE International Symposium on Information Theory, 551-555, 2007 | 149 | 2007 |
On coding for cooperative data exchange S El Rouayheb, A Sprintson, P Sadeghi 2010 IEEE Information Theory Workshop on Information Theory (ITW 2010, Cairo …, 2010 | 144 | 2010 |
GASP codes for secure distributed matrix multiplication RGL D’Oliveira, S El Rouayheb, D Karpuk IEEE Transactions on Information Theory 66 (7), 4038-4050, 2020 | 122 | 2020 |
A randomized algorithm and performance bounds for coded cooperative data exchange A Sprintson, P Sadeghi, G Booker, S El Rouayheb 2010 IEEE International Symposium on Information Theory, 1888-1892, 2010 | 107 | 2010 |
Private information retrieval schemes for coded data with arbitrary collusion patterns R Tajeddine, OW Gnilke, D Karpuk, R Freij-Hollanti, C Hollanti, ... 2017 IEEE International Symposium on Information Theory (ISIT), 1908-1912, 2017 | 102 | 2017 |
Stochastic gradient coding for straggler mitigation in distributed learning R Bitar, M Wootters, S El Rouayheb IEEE Journal on Selected Areas in Information Theory 1 (1), 277-291, 2020 | 91 | 2020 |
Dress codes for the storage cloud: Simple randomized constructions S Pawar, N Noorshams, S El Rouayheb, K Ramchandran 2011 IEEE International Symposium on Information Theory Proceedings, 2338-2342, 2011 | 87 | 2011 |
Minimizing latency for secure distributed computing R Bitar, P Parag, S El Rouayheb 2017 IEEE International Symposium on Information Theory (ISIT), 2900-2904, 2017 | 85 | 2017 |
On secure distributed data storage under repair dynamics S Pawar, S El Rouayheb, K Ramchandran 2010 IEEE International Symposium on Information Theory, 2543-2547, 2010 | 79 | 2010 |
Capacity and security of heterogeneous distributed storage systems T Ernvall, S El Rouayheb, C Hollanti, HV Poor IEEE Journal on Selected Areas in Communications 31 (12), 2701-2709, 2013 | 71 | 2013 |