Robert Nishihara
- Ray: A Distributed Framework for Emerging AI Applications
2017/12/16 by Philipp Moritz, Moritz, Philipp, Robert Nishihara +19 · 1 voice · 100 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 · 54 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, Liang, Eric, Richard Liaw +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
- A Linearly-Convergent Stochastic L-BFGS Algorithm
2015/08/09 by Philipp Moritz, Robert Nishihara, Moritz, Philipp +3 · 9 citations
Computer Science · Engineering · #Stochastic Gradient Optimization Techniques #Sparse and Compressive Sensing Techniques #Optimization and Search Problems
- 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
- No Regret Bound for Extreme Bandits
2015/08/12 by Robert Nishihara, David López-Paz, Nishihara, Robert +3 · 1 citation
Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Machine Learning and Data Classification #Optimization and Control (math.OC) #Statistics Theory (math.ST)
- Real-Time Machine Learning: The Missing Pieces
2017/03/11 by Robert Nishihara, Nishihara, Robert, Philipp Moritz +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)