Esteban Real
- AutoML-Zero: Evolving Machine Learning Algorithms From Scratch
2020/03/06 by Esteban Real, Liang Chen, Chen Liang +6 · 8 voices · 10 citations
Computer Science · #Data Stream Mining Techniques #Machine Learning and Algorithms #Machine Learning and Data Classification #cs.LG #cs.NE #stat.ML
- Symbolic Discovery of Optimization Algorithms
2023/02/13 by Xiangning Chen, Chen Liang, Chen, Xiangning +21 · 3 voices · 68 citations
#cs.LG #cs.AI #cs.CL #cs.CV #cs.NE
- Regularized Evolution for Image Classifier Architecture Search
2018/02/05 by Esteban Real, Real, Esteban, Alok Aggarwal +5 · 2 voices · 38 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Distributed #FOS: Computer and information sciences #I.2.6 #I.5.1 #I.5.2 #Neural and Evolutionary Computing (cs.NE) #Parallel #and Cluster Computing (cs.DC) #cs.AI #cs.CV #cs.DC #cs.NE
- Evolving Reinforcement Learning Algorithms
2021/01/08 by John D. Co-Reyes, Co-Reyes, John D., Yingjie Miao +13 · 3 voices · 1 citation
#cs.LG #cs.AI #cs.NE
- NAS-Bench-101: Towards Reproducible Neural Architecture Search
2019/02/25 by Chris Ying, Ying, Chris, Aaron Klein +9 · 35 citations
Computer Science · Materials Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #Machine Learning in Materials Science #Software Engineering Research
- Large-Scale Evolution of Image Classifiers
2017/03/03 by Esteban Real, Real, Esteban, Sherry Moore +13 · 21 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Distributed #Evolutionary Algorithms and Applications #FOS: Computer and information sciences #I.2.6 #I.5.1 #I.5.2 #Metaheuristic Optimization Algorithms Research #Neural and Evolutionary Computing (cs.NE) #Parallel #Reinforcement Learning in Robotics #and Cluster Computing (cs.DC)