Philipp Moritz
- Ray: A Distributed Framework for Emerging AI Applications
2017/12/16 by Philipp Moritz, Robert Nishihara, Moritz, Philipp +19 · 1 voice · 88 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 · 38 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)
- A Linearly-Convergent Stochastic L-BFGS Algorithm
2015/08/09 by Philipp Moritz, Robert Nishihara, Moritz, Philipp +3 · 7 citations
Computer Science · Engineering · #Stochastic Gradient Optimization Techniques #Sparse and Compressive Sensing Techniques #Optimization and Search Problems
- RLlib: Abstractions for Distributed Reinforcement Learning
2017/12/26 by Eric Liang, Richard Liaw, Liang, Eric +15 · 1 voice · 2 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
- SparkNet: Training Deep Networks in Spark
2015/11/19 by Philipp Moritz, Robert Nishihara, Moritz, Philipp +5 · 1 voice · 1 citation
Computer Science · Mathematics · #Distributed #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural and Evolutionary Computing (cs.NE) #Optimization and Control (math.OC) #Parallel #and Cluster Computing (cs.DC) #cs.DC #cs.LG #cs.NE #math.OC #stat.ML
- Real-Time Machine Learning: The Missing Pieces
2017/03/11 by Robert Nishihara, Philipp Moritz, Nishihara, Robert +17 · 1 voice · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Cloud Computing and Resource Management #Data Stream Mining Techniques #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Parallel #and Cluster Computing (cs.DC) #cs.AI #cs.DC #cs.LG
- 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)