Akash Dhasade
Akash Dhasade
EPFL - École polytechnique fédérale de Lausanne
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A survey on systematic approaches in managing forest fires
A Dhall, A Dhasade, A Nalwade, MR VK, V Kulkarni
Applied geography 121, 102266, 2020
Towards prioritizing github issues
AB Dhasade, ASM Venigalla, S Chimalakonda
Proceedings of the 13th Innovations in Software Engineering Conference …, 2020
TEE-based decentralized recommender systems: The raw data sharing redemption
A Dhasade, N Dresevic, AM Kermarrec, R Pires
36th IEEE International Parallel & Distributed Processing Symposium (IPDPS 2022), 2022
Decentralized learning made easy with DecentralizePy
A Dhasade, AM Kermarrec, R Pires, R Sharma, M Vujasinovic
Proceedings of the 3rd Workshop on Machine Learning and Systems, 34-41, 2023
QuickDrop: Efficient Federated Unlearning by Integrated Dataset Distillation
A Dhasade, Y Ding, S Guo, A Kermarrec, M De Vos, L Wu
arXiv preprint arXiv:2311.15603, 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
Parallel and scalable precise clustering for homologous protein discovery
S Byma, A Dhasade, A Altenhoff, C Dessimoz, JR Larus
arXiv preprint arXiv:1908.10574, 2019
Fairness auditing with multi-agent collaboration
M de Vos, A Dhasade, JG Bourrée, AM Kermarrec, EL Merrer, ...
arXiv preprint arXiv:2402.08522, 2024
MoDeST: Bridging the Gap between Federated and Decentralized Learning with Decentralized Sampling
M de Vos, A Dhasade, AM Kermarrec, E Lavoie, J Pouwelse
arXiv preprint arXiv:2302.13837, 2023
Parallel and Scalable Precise Clustering
S Byma, A Dhasade, A Altenhoff, C Dessimoz, JR Larus
Proceedings of the ACM International Conference on Parallel Architectures …, 2020
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
Auditer l'équité: l'union fait-elle la force?
M de Vos, A Dhasade, JG Bourrée, AM Kermarrec, E Le Merrer, ...
AlgoTel 2024–26èmes Rencontres Francophones sur les Aspects Algorithmiques …, 2024
Harnessing Increased Client Participation with Cohort-Parallel Federated Learning
A Dhasade, AM Kermarrec, TA Nguyen, R Pires, M de Vos
arXiv preprint arXiv:2405.15644, 2024
Guess what? You can boost Federated Learning for free
A Dhasade, AM Kermarrec, R Pires
arXiv preprint arXiv:2110.11486, 2023
Boosting Federated Learning in Resource-Constrained Networks
M Yassine Boukhari, A Dhasade, AM Kermarrec, R Pires, O Safsafi, ...
arXiv e-prints, arXiv: 2110.11486, 2021
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, ...
From Collaborative Learning to Collaborative Inference
A Dhasade, AM Kermarrec
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