Concepedia

Régis Loeb

RL

4

Publications

210

Citations

4

H-Index

2022

Active since

Affiliations

Amgen (United States)(Current)

Novartis (Switzerland)

Astellas Pharma (Japan)

Servier (France)

KU Leuven

Régis Loeb is an author at Amgen (United States) specializing in distributed learning, engineering, and machine learning.

Top concepts

EngineeringData ScienceMachine LearningFederated LearningHealth InformaticsDistributed LearningMedicineData MiningPharmacologyDrug Discovery

Publications per year

2022–2023

4

Publications

4

MELLODDY: Cross-pharma Federated Learning at Unprecedented Scale Unlocks Benefits in QSAR without Compromising Proprietary Information

Wouter Heyndrickx, Lewis Mervin, Tobias Morawietz et al. · Journal of Chemical Information and Modeling · 2023 · 94 citations · Full text

Engineering, Machine Learning, Machine Learning Tool +19

FLamby: Datasets and Benchmarks for Cross-Silo Federated Learning in\n Realistic Healthcare Settings

Jean Ogier du Terrail, Samy-Safwan Ayed, Edwige Cyffers et al. · arXiv (Cornell University) · 2022 · 53 citations · Full text

FLamby: Datasets and Benchmarks for Cross-Silo Federated Learning in Realistic Healthcare Settings

Jean Ogier du Terrail, Samy-Safwan Ayed, Edwige Cyffers et al. · arXiv (Cornell University) · 2022 · 39 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +19

MELLODDY: cross pharma federated learning at unprecedented scale unlocks benefits in QSAR without compromising proprietary information

Wouter Heyndrickx, Lewis Mervin, Tobias Morawietz et al. · 2022 · 24 citations · Full text

Engineering, Machine Learning, Machine Learning Tool +16

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