Genetic Programming Bibliography entries for Esteban Real

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GP coauthors/coeditors: John D Co-Reyes, Yingjie Miao, Daiyi Peng, Sergey Levine, Quoc V Le, Honglak Lee, Aleksandra Faust, Alok Aggarwal, Yanping Huang, Chen Liang, David So, Mirko Rossini, Connal de Souza, Manav Garg, Moritz Firsching, Yao Chen, Akhil Verghese, Ekin Dogus Cubuk, David H Park,

Genetic Programming conference papers by Esteban Real

• Esteban Real and Mirko Rossini and Connal de Souza and Manav Garg and Moritz Firsching and Quoc V. Le and Yao Chen and Akhil Verghese and Ekin Dogus Cubuk and David H. Park. AutoNumerics-Zero: Automated Discovery of State-of-the-Art Mathematical Functions. In Alekh Agarwal and Miro Dudik and Martin Jaggi and Sharon Li editors, Proceedings of the 43rd International Conference on Machine Learning, page PMLR 306, Seoul, South Korea, 2026. Forthcoming. details

• Esteban Real and Chen Liang and David R. So and Quoc V. Le. AutoML-Zero: Evolving Machine Learning Algorithms From Scratch. In Hal Daume, III and Aarti Singh editors, Proceedings of the 37th International Conference on Machine Learning, volume 119, pages 8007-8019, 2020. PMLR. Winner 2021 HUMIES. details

• Esteban Real and Alok Aggarwal and Yanping Huang and Quoc V. Le. Regularized Evolution for Image Classifier Architecture Search. In Pascal Van Hentenryck and Zhi-Hua Zhou editors, Thirty-Third AAAI Conference on Artificial Intelligence (AAAI-19), pages 4780-4789, Hilton Hawaiian Village, Honolulu, Hawaii, USA, 2019. AAAI. AAAI Technical Track: Machine Learning. details

Genetic Programming other entries for Esteban Real

• John D. Co-Reyes and Yingjie Miao and Daiyi Peng and Esteban Real and Sergey Levine and Quoc V. Le and Honglak Lee and Aleksandra Faust. Evolving Reinforcement Learning Algorithms. 2021. details

• Esteban Real and Chen Liang and David R. So and Quoc V. Le. AutoML-Zero: Evolving Machine Learning Algorithms From Scratch. 2020. Accepted for publication at the 37th International Conference on Machine Learning (ICML 2020). Near camera-ready version. details