Esteban Real

Engineer/Researcher, Google

Joined

July 2019

Names

Esteban Real (Preferred)

Emails

****@google.com (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Engineer/Researcher

Google (google.com)

2013 – Present

Advisors, Relations & Conflicts

PhD Advisor

Markus Meister

Present

Coauthor

Stephen Kelly

Present

Coauthor

Daniel S. Park

Present

Coauthor

Xingyou Song

Present

Coauthor

Ritam Guha

Present

Coauthor

Wolfgang Banzhaf

Present

Coauthor

Kalyanmoy Deb

Present

Coauthor

Vishnu Boddeti

Present

Coauthor

Jie Tan

Present

Expertise

Automated Machine Learning

Present

Evolutionary Computation

Present

AutoML

Present

Genetic Programming

Present

Publications

Guided Evolution with Binary Discriminators for ML Program Search
John D Co-Reyes, Yingjie Miao, George Tucker, Aleksandra Faust, Esteban Real
- Submitted to ICLR 2024
- Readers: Everyone
Guided Evolution with Binary Predictors for ML Program Search
John D Co-Reyes, Yingjie Miao, George Tucker, Aleksandra Faust, Esteban Real
- SODS 2023 Poster
- Readers: Everyone
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
- NeurIPS 2023 poster
- Readers: Everyone
Evolved Optimizer for Vision
Xiangning Chen, Chen Liang, Da Huang, Esteban Real, Yao Liu, Kaiyuan Wang, Cho-Jui Hsieh, Yifeng Lu, Quoc V Le
- Published: 16 May 2022, Last Modified: 05 May 2023
- AutoML 2022 (Late-Breaking Workshop)
- Readers: Everyone
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
- Published: 27 Apr 2022, Last Modified: 14 Jan 2026
- ICLR 2022 GPL Poster
- Readers: Everyone
Neural Circuit Inference from Function to Structure
Esteban Real, Hiroki Asari, Tim Gollisch, Markus Meister
- 21 Jan 2022
- OpenReview Archive Direct Upload
- Readers: Everyone
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 Le
- 2020 (modified: 21 Jan 2022)
- NeurIPS 2020
- Readers: Everyone
AutoML-Zero: Evolving Machine Learning Algorithms From Scratch
Esteban Real, Chen Liang, David R. So, Quoc V. Le
- 2020 (modified: 21 Jan 2022)
- ICML 2020
- Readers: Everyone
NAS-Bench-101: Towards Reproducible Neural Architecture Search
Chris Ying, Aaron Klein, Eric Christiansen, Esteban Real, Kevin Murphy, Frank Hutter
- 2019 (modified: 11 Nov 2022)
- ICML 2019
- Readers: Everyone
Regularized Evolution for Image Classifier Architecture Search.
Esteban Real, Alok Aggarwal, Yanping Huang, Quoc V. Le
- 2019 (modified: 10 Nov 2022)
- AAAI2019
- Readers: Everyone

View all 13 publications

Co-Authors

View all 46 co-authors