Deepesh Data
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Qsparse-local-SGD: Distributed SGD with quantization, sparsification, and local computations
D Basu, D Data, C Karakus, S Diggavi
arXiv preprint arXiv:1906.02367, 2019
902019
On the communication complexity of secure computation
D Data, MM Prabhakaran, VM Prabhakaran
Annual Cryptology Conference, 199-216, 2014
222014
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
16*2019
Communication and randomness lower bounds for secure computation
D Data, VM Prabhakaran, MM Prabhakaran
IEEE Transactions on Information Theory 62 (7), 3901-3929, 2016
162016
SQuARM-SGD: Communication-Efficient Momentum SGD for Decentralized Optimization
N Singh, D Data, J George, S Diggavi
arXiv preprint arXiv:2005.07041, 2020
122020
Data encoding for byzantine-resilient distributed gradient descent
D Data, L Song, S Diggavi
2018 56th Annual Allerton Conference on Communication, Control, and …, 2018
102018
Byzantine-resilient SGD in high dimensions on heterogeneous data
D Data, S Diggavi
arXiv preprint arXiv:2005.07866, 2020
82020
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
82018
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
72019
Data encoding for byzantine-resilient distributed optimization
D Data, L Song, S Diggavi
IEEE Transactions on Information Theory, 2020
62020
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
Towards characterizing securely computable two-party randomized functions
D Data, M Prabhakaran
IACR International Workshop on Public Key Cryptography, 675-697, 2018
52018
Byzantine-tolerant distributed coordinate descent
D Data, S Diggavi
2019 IEEE International Symposium on Information Theory (ISIT), 2724-2728, 2019
42019
Shuffled Model of Federated Learning: Privacy, Accuracy and Communication Trade-Offs
AM Girgis, D Data, S Diggavi, P Kairouz, AT Suresh
IEEE Journal on Selected Areas in Information Theory 2 (1), 464-478, 2021
3*2021
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
Communication requirements for secure computation
D Data, VM Prabhakaran
2013 51st Annual Allerton Conference on Communication, Control, and …, 2013
32013
Successive Refinement of Privacy
AM Girgis, D Data, K Chaudhuri, C Fragouli, S Diggavi
IEEE Journal on Selected Areas in Information Theory, 2020
22020
Shuffled Model of Differential Privacy in Federated Learning
A Girgis, D Data, S Diggavi, P Kairouz, AT Suresh
International Conference on Artificial Intelligence and Statistics, 2521-2529, 2021
12021
Interactive secure function computation
D Data, GR Kurri, J Ravi, VM Prabhakaran
IEEE Transactions on Information Theory 66 (9), 5492-5521, 2020
12020
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Artikelen 1–20