Liang, Eric
- Ray: A Distributed Framework for Emerging AI Applications
2017/12/16 by Philipp Moritz, Robert Nishihara, Moritz, Philipp +19 · 1 voice · 104 citations
Computer Science · #Cloud Computing and Resource Management #Parallel Computing and Optimization Techniques #Reinforcement Learning in Robotics #cs.AI #cs.DC #cs.LG #stat.ML
- Tune: A Research Platform for Distributed Model Selection and Training
2018/07/13 by Richard Liaw, Liaw, Richard, Eric Liang +9 · 55 citations
Computer Science · #Data Stream Mining Techniques #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Machine Learning and Data Classification #Parallel #and Cluster Computing (cs.DC)
- RLlib: Abstractions for Distributed Reinforcement Learning
2017/12/26 by Eric Liang, Richard Liaw, Liang, Eric +15 · 1 voice · 5 citations
Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Distributed #Evolutionary Algorithms and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Modular Robots and Swarm Intelligence #Parallel #Reinforcement Learning in Robotics #and Cluster Computing (cs.DC) #cs.AI #cs.DC #cs.LG
- RLlib Flow: Distributed Reinforcement Learning is a Dataflow Problem
2020/11/25 by Liang, Eric, Wu, Zhanghao, Luo, Michael +3 · 7 citations
#C.4 #Distributed #FOS: Computer and information sciences #I.2.11 #I.2.6 #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
- NeuroCard: One Cardinality Estimator for All Tables
2020/06/15 by Zongheng Yang, Yang, Zongheng, Amog Kamsetty +11 · 8 citations
Computer Science · #Advanced Database Systems and Queries #Data Management and Algorithms #Data Visualization and Analytics #Databases (cs.DB) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Population Based Augmentation: Efficient Learning of Augmentation Policy Schedules
2019/05/14 by Ho, Daniel, Liang, Eric, Stoica, Ion +2 · 5 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Neural Packet Classification
2019/02/27 by Eric Liang, Liang, Eric, Hang Zhu +5 · 2 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Network Packet Processing and Optimization #Network Security and Intrusion Detection #Networking and Internet Architecture (cs.NI) #Protein Degradation and Inhibitors
- Hoplite: Efficient and Fault-Tolerant Collective Communication for Task-Based Distributed Systems
2020/02/13 by Siyuan Zhuang, Zhuang, Siyuan, Zhuohan Li +13 · 1 citation
Computer Science · #Cloud Computing and Resource Management #Distributed #FOS: Computer and information sciences #IoT and Edge/Fog Computing #Machine Learning (cs.LG) #Networking and Internet Architecture (cs.NI) #Parallel #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
- Variable Skipping for Autoregressive Range Density Estimation
2020/07/10 by Eric Liang, Zongheng Yang, Liang, Eric +9 · 2 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Data Management and Algorithms #Databases (cs.DB) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- The Streaming Batch Model for Efficient and Fault-Tolerant Heterogeneous Execution
2025/01/16 by Frank Sifei Luan, Luan, Frank Sifei, Wang, Ron Yifeng +24 · 1 citation
Computer Science · #Cloud Computing and Resource Management #Distributed #Distributed and Parallel Computing Systems #Distributed systems and fault tolerance #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)