Esteban Real - RankMe

24 papers A* 8A 1Journal 14Unranked 1

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