Esteban Real

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 23

Top Topics

Learning Algorithm

Fine Grained Categorization

Eligibility Traces

Automated Discovery

Top Venues

Publications

John D. Co-Reyes, Yingjie Miao, George Tucker, Aleksandra Faust, Esteban Real
Guided Evolution with Binary Discriminators for ML Program Search. CoRR (2024)
Stephen Kelly, Daniel S. Park, Xingyou Song, Mitchell McIntire, Pranav Nashikkar, Ritam Guha, Wolfgang Banzhaf, Kalyanmoy Deb, Vishnu Naresh Boddeti, Jie Tan, Esteban Real
Discovering Adaptable Symbolic Algorithms from Scratch. IROS (2023)
Esteban Real, Yao Chen, Mirko Rossini, Connal de Souza, Manav Garg, Akhil Verghese, Moritz Firsching, Quoc V. Le, Ekin Dogus Cubuk, David H. Park
AutoNumerics-Zero: Automated Discovery of State-of-the-Art Mathematical Functions. CoRR (2023)
Xiangning Chen, Chen Liang, Da Huang, Esteban Real, Kaiyuan Wang, Hieu Pham, Xuanyi Dong, Thang Luong, Cho-Jui Hsieh, Yifeng Lu, Quoc V. Le
Symbolic Discovery of Optimization Algorithms. NeurIPS (2023)
Daiyi Peng, Xuanyi Dong, Esteban Real, Yifeng Lu, Quoc V. Le
PyGlove: Efficiently Exchanging ML Ideas as Code. CoRR (2023)
Stephen Kelly, Daniel S. Park, Xingyou Song, Mitchell McIntire, Pranav Nashikkar, Ritam Guha, Wolfgang Banzhaf, Kalyanmoy Deb, Vishnu Naresh Boddeti, Jie Tan, Esteban Real
Discovering Adaptable Symbolic Algorithms from Scratch. CoRR (2023)
Ryan Gillard, Stephen Jonany, Yingjie Miao, Michael Munn, Connal de Souza, Jonathan Dungay, Chen Liang, David R. So, Quoc V. Le, Esteban Real
Unified Functional Hashing in Automatic Machine Learning. CoRR (2023)
Xiangning Chen, Chen Liang, Da Huang, Esteban Real, Kaiyuan Wang, Yao Liu, Hieu Pham, Xuanyi Dong, Thang Luong, Cho-Jui Hsieh, Yifeng Lu, Quoc V. Le
Symbolic Discovery of Optimization Algorithms. CoRR (2023)
Juan Jose Garau Luis, Yingjie Miao, John D. Co-Reyes, Aaron Parisi, Jie Tan, Esteban Real, Aleksandra Faust
Multi-objective evolution for Generalizable Policy Gradient Algorithms. CoRR (2022)
John D. Co-Reyes, Yingjie Miao, Daiyi Peng, Esteban Real, Sergey Levine, Quoc V. Le, Honglak Lee, Aleksandra Faust
Evolving Reinforcement Learning Algorithms. CoRR (2021)
John D. Co-Reyes, Yingjie Miao, Daiyi Peng, Esteban Real, Quoc V. Le, Sergey Levine, Honglak Lee, Aleksandra Faust
Evolving Reinforcement Learning Algorithms. ICLR (2021)
Daiyi Peng, Xuanyi Dong, Esteban Real, Mingxing Tan, Yifeng Lu, Hanxiao Liu, Gabriel Bender, Adam Kraft, Chen Liang, Quoc V. Le
PyGlove: Symbolic Programming for Automated Machine Learning. CoRR (2021)
Esteban Real, Chen Liang, David R. So, Quoc V. Le
AutoML-Zero: Evolving Machine Learning Algorithms From Scratch. CoRR (2020)
Daiyi Peng, Xuanyi Dong, Esteban Real, Mingxing Tan, Yifeng Lu, Gabriel Bender, Hanxiao Liu, Adam Kraft, Chen Liang, Quoc Le
PyGlove: Symbolic Programming for Automated Machine Learning. NeurIPS (2020)
Esteban Real, Chen Liang, David R. So, Quoc V. Le
AutoML-Zero: Evolving Machine Learning Algorithms From Scratch. ICML (2020)
Esteban Real, Alok Aggarwal, Yanping Huang, Quoc V. Le
Regularized Evolution for Image Classifier Architecture Search. AAAI (2019)
Chris Ying, Aaron Klein, Eric Christiansen, Esteban Real, Kevin Murphy, Frank Hutter
NAS-Bench-101: Towards Reproducible Neural Architecture Search. ICML (2019)
Chris Ying, Aaron Klein, Esteban Real, Eric Christiansen, Kevin Murphy, Frank Hutter
NAS-Bench-101: Towards Reproducible Neural Architecture Search. CoRR (2019)
Esteban Real, Alok Aggarwal, Yanping Huang, Quoc V. Le
Regularized Evolution for Image Classifier Architecture Search. CoRR (2018)
Esteban Real, Sherry Moore, Andrew Selle, Saurabh Saxena, Yutaka Leon Suematsu, Jie Tan, Quoc V. Le, Alexey Kurakin
Large-Scale Evolution of Image Classifiers. ICML (2017)
Esteban Real, Jonathon Shlens, Stefano Mazzocchi, Xin Pan, Vincent Vanhoucke
YouTube-BoundingBoxes: A Large High-Precision Human-Annotated Data Set for Object Detection in Video. CVPR (2017)
Esteban Real, Jonathon Shlens, Stefano Mazzocchi, Xin Pan, Vincent Vanhoucke
YouTube-BoundingBoxes: A Large High-Precision Human-Annotated Data Set for Object Detection in Video. CoRR (2017)
Esteban Real, Sherry Moore, Andrew Selle, Saurabh Saxena, Yutaka Leon Suematsu, Quoc V. Le, Alex Kurakin
Large-Scale Evolution of Image Classifiers. CoRR (2017)
Pierre Sermanet, Andrea Frome, Esteban Real
Attention for Fine-Grained Categorization. ICLR (Workshop) (2015)