Romain Egele
Identifiers
- name variant Romain Egele 0.60 · backfill
Papers (14)
- Ensembles of Neural Surrogates for Parametric Sensitivity in Ocean Modeling physics.ao-ph · 2025 · author #2
- AI Competitions and Benchmarks: Dataset Development cs.LG · 2024 · author #1
- Streamlining Ocean Dynamics Modeling with Fourier Neural Operators: A Multiobjective Hyperparameter and Architecture Optimization Approach cs.LG · 2024 · author #3
- The Unreasonable Effectiveness Of Early Discarding After One Epoch In Neural Network Hyperparameter Optimization cs.LG · 2024 · author #1
- Optimizing Distributed Training on Frontier for Large Language Models cs.DC · 2023 · author #5
- Parallel Multi-Objective Hyperparameter Optimization with Uniform Normalization and Bounded Objectives cs.LG · 2023 · author #1
- Is One Epoch All You Need For Multi-Fidelity Hyperparameter Optimization? cs.LG · 2023 · author #1
- Quantifying uncertainty for deep learning based forecasting and flow-reconstruction using neural architecture search ensembles cs.LG · 2023 · author #2
- HPC Storage Service Autotuning Using Variational-Autoencoder-Guided Asynchronous Bayesian Optimization cs.DC · 2022 · author #2
- Asynchronous Decentralized Bayesian Optimization for Large Scale Hyperparameter Optimization cs.LG · 2022 · author #1
- AutoDEUQ: Automated Deep Ensemble with Uncertainty Quantification cs.LG · 2021 · author #1
- AgEBO-Tabular: Joint Neural Architecture and Hyperparameter Search with Autotuned Data-Parallel Training for Tabular Data cs.LG · 2020 · author #1
- Recurrent Neural Network Architecture Search for Geophysical Emulation physics.comp-ph · 2020 · author #2
- Scalable Reinforcement-Learning-Based Neural Architecture Search for Cancer Deep Learning Research cs.LG · 2019 · author #2
Mentions
- 2508.16489 #2 · arxiv_oai · confidence 0.70 Romain Egele
- 2404.09703 #1 · arxiv_oai · confidence 0.70 Romain Egele
- 2404.05768 #3 · arxiv_oai · confidence 0.70 Romain Egele
- 2404.04111 #1 · arxiv_oai · confidence 0.70 Romain Egele
- 2312.12705 #5 · arxiv_oai · confidence 0.70 Romain Egele
- 2309.14936 #1 · arxiv_oai · confidence 0.70 Romain Egele
- 2307.15422 #1 · arxiv_oai · confidence 0.70 Romain Egele
- 2207.00479 #1 · arxiv_oai · confidence 0.70 Romain Egele
- 2302.09748 #2 · arxiv_oai · confidence 0.70 Romain Egele
- 2210.00798 #2 · arxiv_oai · confidence 0.70 Romain Egele
- 2110.13511 #1 · arxiv_oai · confidence 0.70 Romain Egele
- 2010.16358 #1 · arxiv_oai · confidence 0.70 Romain Egele
- 2004.10928 #2 · arxiv_oai · confidence 0.70 Romain Egele
- 1909.00311 #2 · arxiv_oai · confidence 0.70 Romain Egele
Frequent Coauthors
- Prasanna Balaprakash 14 shared papers
- Isabelle Guyon 5 shared papers
- Venkatram Vishwanath 4 shared papers
- Yixuan Sun 4 shared papers
- Romit Maulik 3 shared papers
- Bethany Lusch 2 shared papers
- Krishnan Raghavan 2 shared papers
- Luke Van Roekel 2 shared papers
- Sandeep Madireddy 2 shared papers
- Sri Hari Krishna Narayanan 2 shared papers
- Albert Clap\'es 1 shared papers
- Allen D. Malony 1 shared papers
- Balu Nadiga 1 shared papers
- Carmelo Gonzales 1 shared papers
- Fangfang Xia 1 shared papers
- Feiyi Wang 1 shared papers
- Felix Mohr 1 shared papers
- Guojing Cong 1 shared papers
- Isaac Lyngaas 1 shared papers
- Jaehoon Koo 1 shared papers