2020

• Zaidi, Sheheryar and Zela, Arber and Elsken, Thomas and Holmes, Chris and Hutter, Frank and Teh, Yee Whye (arXiv)(pdf)(slides)(bib)
  Neural Ensemble Search for Performant and Calibrated Predictions
  In: Workshop on Uncertainty and Robustness in Deep Learning (UDL@ICML`20) (2020)
  Oral Presentation (Video presentation)(Code)
  
• Elsken, Thomas and Staffler, Benedikt and Metzen, Jan Hendrik and Hutter, Frank (arXiv)(published)(pdf)(bib)
  Meta-Learning of Neural Architectures for Few-Shot Learning
  In: The IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
  Oral Presentation (Top 6%)
  
• Schorn, Christoph and Elsken, Thomas and Vogel, Sebastian and Runge, Armin and Guntoro, Andre and Ascheid, Gerd (arXiv)(published)(pdf)(bib)
  Automated design of error-resilient and hardware-efficient deep neural networks
  In: Neural Computing and Applications (2020): 1 - 19
  
• Zela, Arber and Elsken, Thomas and Saikia, Tonmoy and Marrakchi, Yassine and Brox, Thomas and Hutter, Frank (arXiv)(published)(pdf)(slides)(bib)
  Understanding and Robustifying Differentiable Architecture Search
  In: International Conference on Learning Representations
  Oral Presentation (Top 7%)
  

2019

• Elsken, Thomas and Metzen, Jan Hendrik and Hutter, Frank (arXiv)(pdf)(bib)
  Neural Architecture Search: A Survey
  In: Journal of Machine Learning Research 20.55 (2019): 1-21
  
• Elsken, Thomas and Metzen, Jan Hendrik and Hutter, Frank (arXiv)(published)(bib)
  Efficient Multi-Objective Neural Architecture Search via Lamarckian Evolution
  In: International Conference on Learning Representations
  

2018

• Elsken, Thomas and Metzen, Jan Hendrik and Hutter, Frank (arXiv)(bib)
  Efficient Multi-objective Neural Architecture Search via Lamarckian Evolution
  In: ArXiv e-prints 1804.09081 (2018)
  

2017

• Elsken, Thomas and Metzen, Jan Hendrik and Hutter, Frank (arXiv)(pdf)(bib)
  Simple And Efficient Architecture Search for Convolutional Neural Networks
  In: NIPS Workshop on Meta-Learning