← Authors

Thomas Elsken

6 papers · 2019–2023 · 4 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (4) πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (10) 🐝 Cross-Pollinator (15)

Conferences

ICLR (3) CVPR (1) JMLR (1) NIPS (1)

Top co-authors

Frank Hutter (6) Jan Hendrik Metzen (3) Arber Zela (2) Josif Grabocka (1) Tonmoy Saikia (1) Thomas Brox (1) Gresa Shala (1) Yee W. Teh (1) Yassine Marrakchi (1) Benedikt Staffler (1)

Keywords

neural architecture search (2) network architecture (1) deep learning (1) dataset shift (1) uncertainty estimation (1) search strategy (1) gradient-based meta-learning (1) architecture search (1) architecture optimization (1) performance estimation (1) few-shot learning (1) neural ensemble (1)

Papers

Transfer NAS with Meta-learned Bayesian Surrogates ICLR 2023
Neural Ensemble Search for Uncertainty Estimation and Dataset Shift NIPS 2021
Meta-Learning of Neural Architectures for Few-Shot Learning CVPR 2020
Understanding and Robustifying Differentiable Architecture Search ICLR 2020
Efficient Multi-Objective Neural Architecture Search via Lamarckian Evolution ICLR 2019
Neural Architecture Search: A Survey JMLR 2019