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Adam Gaier
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Year
Weight Agnostic Neural Networks
A Gaier, D Ha
(NeurIPS) Advances in Neural Information Processing Systems 32, 2019
2042019
Data-efficient design exploration through surrogate-assisted illumination
A Gaier, A Asteroth, JB Mouret
(ECJ) Evolutionary computation 26 (3), 381-410, 2018
382018
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
382017
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
172017
Data-Efficient Neuroevolution with Kernel-Based Surrogate Models
A Gaier, A Asteroth, JB Mouret
(GECCO) Proceedings of the Genetic and Evolutionary Computation Conference, 2018
152018
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
122019
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
92017
Evolution of optimal control for energy-efficient transport
A Gaier, A Asteroth
(IV) 2014 IEEE Intelligent Vehicles Symposium Proceedings, 1121-1126, 2014
62014
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
52019
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
42014
Evolutionary Design via Indirect Encoding of Non-Uniform Rational Basis Splines
A Gaier
(GECCO) Proceedings of the Genetic and Evolutionary Computation Conference, 2015
12015
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
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