Xinghao Pan

1. Revisiting Distributed Synchronous SGD
   2016/04/04 by Jianmin Chen, Chen, Jianmin, Xinghao Pan +7 · 1 voice · 20 citations
   Computer Science · #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE) #Parallel #and Cluster Computing (cs.DC) #cs.DC #cs.LG #cs.NE
2. Perturbed Iterate Analysis for Asynchronous Stochastic Optimization
   2015/07/24 by Horia Mania, Mania, Horia, Xinghao Pan +9 · 7 citations
   Computer Science · Mathematics · #65K10 #65Y05 #68W10 #68W20 #Data Structures and Algorithms (cs.DS) #Distributed #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC) #Parallel #and Cluster Computing (cs.DC) #cs.DC #cs.DS #cs.LG #math.OC #msc:65K10 #msc:65Y05 #msc:68W10 #msc:68W20 #stat.ML
3. Parallel Correlation Clustering on Big Graphs
   2015/07/17 by Xinghao Pan, Dimitris Papailiopoulos, Pan, Xinghao +9 · 6 citations
   Computer Science · Mathematics · Physics and Astronomy · #Advanced Clustering Algorithms Research #Advanced Graph Neural Networks #Complex Network Analysis Techniques #Data Structures and Algorithms (cs.DS) #Distributed #FOS: Computer and information sciences #Machine Learning (stat.ML) #Parallel #and Cluster Computing (cs.DC) #cs.DC #cs.DS #stat.ML
4. MLI: An API for Distributed Machine Learning
   2013/10/21 by Evan Sparks, Evan R. Sparks, Ameet Talwalkar +17 · 6 citations
   Computer Science · Mathematics · #Cloud Computing and Resource Management #Distributed #FOS: Computer and information sciences #Graph Theory and Algorithms #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #Parallel #and Cluster Computing (cs.DC) #cs.DC #cs.LG #stat.ML
5. Hemingway: Modeling Distributed Optimization Algorithms
   2017/02/20 by Xinghao Pan, Pan, Xinghao, Shivaram Venkataraman +5 · 1 citation
   Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Artificial Intelligence (cs.AI) #Complexity and Algorithms in Graphs #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
6. Optimistic Concurrency Control for Distributed Unsupervised Learning
   2013/07/30 by Xinghao Pan, Joseph E. Gonzalez, Pan, Xinghao +7 · 1 citation
   Computer Science · #Artificial Intelligence (cs.AI) #Data Stream Mining Techniques #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms #Optimization and Search Problems #Parallel #and Cluster Computing (cs.DC) #cs.AI #cs.DC #cs.LG