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 | 9 | 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 | 6 | 2019 |
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 | 3 | 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 | 3 | 2020 |
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 | 2 | 2023 |
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 | 2* | 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 | 1* | 2024 |
Secure Aggregation Meets Sparsification in Decentralized Learning S Biswas, AM Kermarrec, R Pires, R Sharma, M Vujasinovic arXiv preprint arXiv:2405.07708, 2024 | | 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 | | 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 | | 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 | | 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 | | 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, ... | | 2023 |