Rishi Sharma
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Decentralized Learning Made Easy with DecentralizePy
A Dhasade, AM Kermarrec, R Pires, R Sharma, M Vujasinovic
3rd European Workshop on Machine Learning and Systems (EuroMLSys ‘23), 2023
An online low-cost system for air quality monitoring, prediction, and warning
R Sharma, T Saini, P Kumar, A Pathania, K Chitineni, P Chaturvedi, V Dutt
International Conference on Distributed Computing and Internet Technology …, 2019
Epidemic Learning: Boosting Decentralized Learning with Randomized Communication
M de Vos, S Farhadkhani, R Guerraoui, AM Kermarrec, R Pires, ...
37th Annual Conference on Neural Information Processing Systems (NeurIPS '23), 2023
Get More for Less in Decentralized Learning Systems
A Dhasade, AM Kermarrec, R Pires, R Sharma, M Vujasinovic, J Wigger
43rd IEEE International Conference on Distributed Computing Systems (ICDCS 2023), 2023
EinsteinPy: A Community Python Package for General Relativity
S Bapat, R Saha, B Bhatt, S Jain, A Jain, SO Vela, P Khandelwal, ...
arXiv preprint arXiv:2005.11288, 2020
ZS3: Marrying Static Analyzers and Constraint Solvers to Parallelize Loops in Managed Runtimes
R Sharma, S Kulshreshtha, M Thakur
Proceedings of the 32nd Annual International Conference on Computer Science …, 2022
Decentralized Learning Made Practical with Client Sampling
M de Vos, A Dhasade, AM Kermarrec, E Lavoie, J Pouwelse, R Sharma
arXiv preprint arXiv:2302.13837, 2024
Energy-Aware Decentralized Learning with Intermittent Model Training
A Dhasade, P Dini, E Guerra, AM Kermarrec, M Miozzo, R Pires, ...
arXiv preprint arXiv:2407.01283, 2024
Secure Aggregation Meets Sparsification in Decentralized Learning
S Biswas, AM Kermarrec, R Pires, R Sharma, M Vujasinovic
arXiv preprint arXiv:2405.07708, 2024
Beyond Noise: Privacy-Preserving Decentralized Learning with Virtual Nodes
S Biswas, M Even, AM Kermarrec, L Massoulie, R Pires, R Sharma, ...
arXiv preprint arXiv:2404.09536, 2024
Low-Cost Privacy-Aware Decentralized Learning
S Biswas, D Frey, R Gaudel, AM Kermarrec, D Lerévérend, R Pires, ...
arXiv preprint arXiv:2403.11795, 2024
Efficient Pyramidal Analysis of Gigapixel Biomedical Images
M Reinbigler, R Sharma, R Pires, E Brunet, AM Kermarrec, C Fetita
Medical Imaging with Deep Learning, 2024
Boosting Federated Learning in Resource-Constrained Networks
MY Boukhari, A Dhasade, AM Kermarrec, R Pires, O Safsafi, R Sharma
arXiv preprint arXiv:2110.11486, 2023
On the Effectiveness of One-Shot Federated Ensembles in Heterogeneous Cross-Silo Settings
Y Allouah, A Dhasade, R Guerraoui, N Gupta, A Kermarrec, R Pinot, ...
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