Elsken, Thomas

7 publications

ICLR 2023 Transfer NAS with Meta-Learned Bayesian Surrogates Gresa Shala, Thomas Elsken, Frank Hutter, Josif Grabocka

NeurIPSW 2022 Transfer NAS with Meta-Learned Bayesian Surrogates Gresa Shala, Thomas Elsken, Frank Hutter, Josif Grabocka

ICMLW 2021 Bag of Baselines for Multi-Objective Joint Neural Architecture Search and Hyperparameter Optimization Sergio Izquierdo, Julia Guerrero-Viu, Sven Hauns, Guilherme Miotto, Simon Schrodi, André Biedenkapp, Thomas Elsken, Difan Deng, Marius Lindauer, Frank Hutter

NeurIPS 2021 Neural Ensemble Search for Uncertainty Estimation and Dataset Shift Sheheryar Zaidi, Arber Zela, Thomas Elsken, Chris C Holmes, Frank Hutter, Yee W. Teh

ICLR 2020 Understanding and Robustifying Differentiable Architecture Search Arber Zela, Thomas Elsken, Tonmoy Saikia, Yassine Marrakchi, Thomas Brox, Frank Hutter

ICLR 2019 Efficient Multi-Objective Neural Architecture Search via Lamarckian Evolution Thomas Elsken, Jan Hendrik Metzen, Frank Hutter

JMLR 2019 Neural Architecture Search: A Survey Thomas Elsken, Jan Hendrik Metzen, Frank Hutter