Следене
Gauri Joshi
Заглавие
Позовавания
Позовавания
Година
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
17402021
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
17402021
Cooperative SGD: A unified Framework for the Design and Analysis of Communication-Efficient SGD Algorithms
J Wang, G Joshi
arXiv preprint arXiv:1808.07576, 2018
2482018
On the delay-storage trade-off in content download from coded distributed storage systems
G Joshi, Y Liu, E Soljanin
IEEE Journal on Selected Areas in Communications 32 (5), 989-997, 2014
2072014
Tackling the objective inconsistency problem in heterogeneous federated optimization
J Wang, Q Liu, H Liang, G Joshi, HV Poor
Advances in neural information processing systems 33, 7611-7623, 2020
1742020
Using straggler replication to reduce latency in large-scale parallel computing
D Wang, G Joshi, G Wornell
ACM SIGMETRICS Performance Evaluation Review 43 (3), 7-11, 2015
1322015
Adaptive communication strategies to achieve the best error-runtime trade-off in local-update SGD
J Wang, G Joshi
arXiv preprint arXiv:1810.08313, 2018
1302018
Slow and stale gradients can win the race: Error-runtime trade-offs in distributed SGD
S Dutta, G Joshi, S Ghosh, P Dube, P Nagpurkar
International Conference on Artificial Intelligence and Statistics, 803-812, 2018
1232018
Efficient redundancy techniques for latency reduction in cloud systems
G Joshi, E Soljanin, G Wornell
ACM Transactions on Modeling and Performance Evaluation of Computing Systems …, 2017
1182017
Efficient task replication for fast response times in parallel computation
D Wang, G Joshi, G Wornell
The 2014 ACM international conference on Measurement and modeling of …, 2014
1122014
Coding for fast content download
G Joshi, Y Liu, E Soljanin
arXiv preprint arXiv:1210.3012, 2012
1052012
Rateless codes for near-perfect load balancing in distributed matrix-vector multiplication
A Mallick, M Chaudhari, U Sheth, G Palanikumar, G Joshi
Proceedings of the ACM on Measurement and Analysis of Computing Systems 3 (3 …, 2019
1042019
Rateless Codes for Near-Perfect Load Balancing in Distributed Matrix-Vector Multiplication
A Mallick, M Chaudhari, U Sheth, G Palanikumar, G Joshi
Proceedings of the ACM on Measurement and Analysis of Computing Systems 3 (3 …, 2019
1042019
Rateless codes for near-perfect load balancing in distributed matrix-vector multiplication
A Mallick, M Chaudhari, U Sheth, G Palanikumar, G Joshi
Proceedings of the ACM on Measurement and Analysis of Computing Systems 3 (3 …, 2019
1042019
MATCHA: Speeding Up Decentralized SGD via Matching Decomposition Sampling
J Wang, AK Sahu, Z Yang, G Joshi, S Kar
arXiv preprint arXiv:1905.09435, 2019
852019
Towards Understanding Biased Client Selection in Federated Learning
YJ Cho, J Wang, G Joshi
International Conference on Artificial Intelligence and Statistics, 10351-10375, 2022
69*2022
Efficient replication of queued tasks for latency reduction in cloud systems
G Joshi, E Soljanin, G Wornell
2015 53rd Annual Allerton Conference on Communication, Control, and …, 2015
512015
Optimal relay placement for cellular coverage extension
G Joshi, A Karandikar
2011 National Conference on Communications (NCC), 1-5, 2011
472011
Queues with Redundancy: Latency-Cost Analysis.
G Joshi, E Soljanin, GW Wornell
SIGMETRICS Performance Evaluation Review 43 (2), 54-56, 2015
462015
Correlated multi-armed bandits with a latent random source
S Gupta, G Joshi, O Yağan
ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020
35*2020
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