Deepesh Data
Title
Cited by
Cited by
Year
Qsparse-local-SGD: Distributed SGD with quantization, sparsification and local computations
D Basu, D Data, C Karakus, S Diggavi
Advances in Neural Information Processing Systems, 14695-14706, 2019
372019
On the communication complexity of secure computation
D Data, MM Prabhakaran, VM Prabhakaran
Annual Cryptology Conference, 199-216, 2014
182014
Communication and randomness lower bounds for secure computation
D Data, VM Prabhakaran, MM Prabhakaran
IEEE Transactions on Information Theory 62 (7), 3901-3929, 2016
122016
Data encoding methods for byzantine-resilient distributed optimization
D Data, L Song, S Diggavi
2019 IEEE International Symposium on Information Theory (ISIT), 2719-2723, 2019
62019
Data encoding for Byzantine-resilient distributed optimization
D Data, L Song, S Diggavi
arXiv preprint arXiv:1907.02664, 2019
62019
Data encoding for Byzantine-resilient distributed gradient descent
D Data, L Song, S Diggavi
2018 56th Annual Allerton Conference on Communication, Control, and …, 2018
62018
Must the Communication Graph of MPC Protocols be an Expander?
E Boyle, R Cohen, D Data, P Hubáček
Annual International Cryptology Conference, 243-272, 2018
62018
How to securely compute the modulo-two sum of binary sources
D Data, BK Dey, M Mishra, VM Prabhakaran
2014 IEEE Information Theory Workshop (ITW 2014), 496-500, 2014
62014
Byzantine-Resilient SGD in High Dimensions on Heterogeneous Data
D Data, S Diggavi
arXiv preprint arXiv:2005.07866, 2020
42020
Towards characterizing securely computable two-party randomized functions
D Data, M Prabhakaran
IACR International Workshop on Public Key Cryptography, 675-697, 2018
42018
SQuARM-SGD: Communication-Efficient Momentum SGD for Decentralized Optimization
N Singh, D Data, J George, S Diggavi
arXiv preprint arXiv:2005.07041, 2020
32020
Byzantine-Tolerant Distributed Coordinate Descent
D Data, S Diggavi
2019 IEEE International Symposium on Information Theory (ISIT), 2724-2728, 2019
32019
Secure computation of randomized functions
D Data
2016 IEEE International Symposium on Information Theory (ISIT), 3053-3057, 2016
32016
On coding for secure computing
D Data, VM Prabhakaran
2015 IEEE International Symposium on Information Theory (ISIT), 2737-2741, 2015
32015
On the communication complexity of secure computation
D Data, VM Prabhakaran, MM Prabhakaran
arXiv preprint arXiv:1311.7584, 2013
32013
Communication requirements for secure computation
D Data, VM Prabhakaran
2013 51st Annual Allerton Conference on Communication, Control, and …, 2013
32013
Interactive Secure Function Computation
D Data, GR Kurri, J Ravi, VM Prabhakaran
IEEE Transactions on Information Theory, 2020
12020
SPARQ-SGD: Event-Triggered and Compressed Communication in Decentralized Stochastic Optimization
N Singh, D Data, J George, S Diggavi
arXiv preprint arXiv:1910.14280, 2019
12019
Secure computation of randomized functions: Further results
D Data, VM Prabhakaran
2017 IEEE Information Theory Workshop (ITW), 264-268, 2017
12017
Shuffled Model of Federated Learning: Privacy, Communication and Accuracy Trade-offs
AM Girgis, D Data, S Diggavi, P Kairouz, AT Suresh
arXiv preprint arXiv:2008.07180, 2020
2020
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