Concepedia

Romain Égelé

RÉ

5

Publications

82

Citations

5

H-Index

2021

Active since

Affiliations

Université Paris-Saclay(Current)

Argonne National Laboratory

Oak Ridge National Laboratory

Romain Égelé is an author at Université Paris-Saclay specializing in engineering, computer science, and machine learning.

Top concepts

EngineeringData ScienceComputer ScienceMachine LearningArtificial IntelligenceManagementDeep LearningEnsemble MethodsParallel ComputingKnowledge Discovery

Publications per year

2021–2024

5

Publications

5

AutoDEUQ: Automated Deep Ensemble with Uncertainty Quantification

Romain Égelé, Romit Maulik, Krishnan Raghavan et al. · 2022 26th International Conference on Pattern Recognition (ICPR) · 2022 · 33 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +18

Optimizing Distributed Training on Frontier for Large Language Models

Sajal Dash, Isaac Lyngaas, Junqi Yin et al. · 2024 · 14 citations · Full text

Romain Égelé, Prasanna Balaprakash, Isabelle Guyon et al. · 2021 · 12 citations · Full text

Artificial Intelligence, Neural Architectures, Hyperparameter Estimation +12

The unreasonable effectiveness of early discarding after one epoch in neural network hyperparameter optimization

Romain Égelé, Felix Mohr, Tom J. Viering et al. · Neurocomputing · 2024 · 12 citations · Full text

HPC Storage Service Autotuning Using Variational- Autoencoder -Guided Asynchronous Bayesian Optimization

Matthieu Dorier, Romain Égelé, Prasanna Balaprakash et al. · 2022 · 11 citations · Full text

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