Real, Esteban

11 publications

ICMLW 2023 Guided Evolution with Binary Predictors for ML Program Search John D Co-Reyes, Yingjie Miao, George Tucker, Aleksandra Faust, Esteban Real

NeurIPS 2023 Symbolic Discovery of Optimization Algorithms Xiangning Chen, Chen Liang, Da Huang, Esteban Real, Kaiyuan Wang, Hieu Pham, Xuanyi Dong, Thang Luong, Cho-Jui Hsieh, Yifeng Lu, Quoc V Le

ICLRW 2022 Multi-Objective Evolution for Generalizable Policy Gradient Algorithms Juan Jose Garau-Luis, Yingjie Miao, John D Co-Reyes, Aaron Parisi, Jie Tan, Esteban Real, Aleksandra Faust

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

ICML 2020 AutoML-Zero: Evolving Machine Learning Algorithms from Scratch Esteban Real, Chen Liang, David So, Quoc Le

NeurIPS 2020 PyGlove: Symbolic Programming for Automated Machine Learning Daiyi Peng, Xuanyi Dong, Esteban Real, Mingxing Tan, Yifeng Lu, Gabriel Bender, Hanxiao Liu, Adam Kraft, Chen Liang, Quoc V. Le

ICML 2019 NAS-Bench-101: Towards Reproducible Neural Architecture Search Chris Ying, Aaron Klein, Eric Christiansen, Esteban Real, Kevin Murphy, Frank Hutter

AAAI 2019 Regularized Evolution for Image Classifier Architecture Search Esteban Real, Alok Aggarwal, Yanping Huang, Quoc V. Le

ICML 2017 Large-Scale Evolution of Image Classifiers Esteban Real, Sherry Moore, Andrew Selle, Saurabh Saxena, Yutaka Leon Suematsu, Jie Tan, Quoc V. Le, Alexey Kurakin

CVPR 2017 YouTube-BoundingBoxes: A Large High-Precision Human-Annotated Data Set for Object Detection in Video Esteban Real, Jonathon Shlens, Stefano Mazzocchi, Xin Pan, Vincent Vanhoucke

ICLR 2015 Attention for Fine-Grained Categorization Pierre Sermanet, Andrea Frome, Esteban Real