selected publications

• academic article

  • Neural Architecture Search for Dense Prediction Tasks in Computer Vision.  International Journal of Computer Vision.  131:1784-1807. 2023
  • Automated design of error-resilient and hardware-efficient deep neural networks.  Neural Computing and Applications.  32:18327-18345. 2020

• blog posting

  • Bag of Baselines for Multi-objective Joint Neural Architecture Search and Hyperparameter Optimization..  arXiv (Cornell University). 2021
  • Neural Ensemble Search for Uncertainty Estimation and Dataset Shift 2020
  • Meta-Learning of Neural Architectures for Few-Shot Learning 2019
  • Neural Architecture Search: A Survey.  arXiv (Cornell University). 2018
  • Efficient Multi-objective Neural Architecture Search via Lamarckian Evolution.  arXiv (Cornell University). 2018

• chapter

  • Correction to: Neural Architecture Search.  The Springer series on challenges in machine learning. C1-C1. 2019
  • Neural Architecture Search.  The Springer series on challenges in machine learning. 63-77. 2019

• conference paper

  • Efficient Multi-Objective Neural Architecture Search via Lamarckian Evolution..  International Conference on Learning Representations. 2018