Weight Agnostic Neural Networks A Gaier, D Ha (NeurIPS) Advances in Neural Information Processing Systems 32, 2019 | 204 | 2019 |
Data-efficient design exploration through surrogate-assisted illumination A Gaier, A Asteroth, JB Mouret (ECJ) Evolutionary computation 26 (3), 381-410, 2018 | 38 | 2018 |
Data-Efficient Exploration, Optimization, and Modeling of Diverse Designs through Surrogate-Assisted Illumination A Gaier, A Asteroth, JB Mouret (GECCO) Proceedings of the Genetic and Evolutionary Computation Conference, 2017 | 38 | 2017 |
Discovering Representations for Black-box Optimization A Gaier, A Asteroth, JB Mouret (GECCO) Proceedings of the Genetic and Evolutionary Computation Conference, 2020 | 29* | 2020 |
Aerodynamic design exploration through surrogate-assisted illumination A Gaier, A Asteroth, JB Mouret (AIAA) 18th AIAA/ISSMO Multidisciplinary Analysis and Optimization …, 2017 | 17 | 2017 |
Data-Efficient Neuroevolution with Kernel-Based Surrogate Models A Gaier, A Asteroth, JB Mouret (GECCO) Proceedings of the Genetic and Evolutionary Computation Conference, 2018 | 15 | 2018 |
Are quality diversity algorithms better at generating stepping stones than objective-based search? A Gaier, A Asteroth, JB Mouret (GECCO) Proceedings of the Genetic and Evolutionary Computation Conference, 2019 | 12 | 2019 |
Multi-stage evolution of single-and multi-objective MCLP H Spieker, A Hagg, A Gaier, S Meilinger, A Asteroth (Soft Computing) Soft Computing 21 (17), 4859-4872, 2017 | 9 | 2017 |
Evolution of optimal control for energy-efficient transport A Gaier, A Asteroth (IV) 2014 IEEE Intelligent Vehicles Symposium Proceedings, 1121-1126, 2014 | 6 | 2014 |
Prediction of neural network performance by phenotypic modeling A Hagg, M Zaefferer, J Stork, A Gaier (GECCO) Proceedings of the Genetic and Evolutionary Computation Conference, 2019 | 5 | 2019 |
Evolving look ahead controllers for energy optimal driving and path planning A Gaier, A Asteroth (INISTA) 2014 IEEE International Symposium on Innovations in Intelligent …, 2014 | 4 | 2014 |
Evolutionary Design via Indirect Encoding of Non-Uniform Rational Basis Splines A Gaier (GECCO) Proceedings of the Genetic and Evolutionary Computation Conference, 2015 | 1 | 2015 |
COIL: Constrained Optimization in Learned Latent Space -- Learning Representations for Valid Solutions PJ Bentley, SL Lim, A Gaier, L Tran arXiv preprint arXiv:2202.02163, 2022 | | 2022 |
Accelerating Evolutionary Design Exploration with Predictive and Generative Models A Gaier (PhD Dissertation) Université de Lorraine, 2020 | | 2020 |