Electrical and Computer Engineering, University of Illinois at Urbana-Champaign; Oxford University; Department of Computer Science, Stanford University; Department of Epidemiology, Harvard T.H. Chan School of Public Health
Mo Tiwari, Ryan Kang, Jaeyong Lee, Chris Piech, Ilan Shomorony, Sebastian Thrun, Martin Zhang
random forest;xgboost;CART;classification and regression trees;multi-armed bandits;best arm identification
MABSplit: Faster Forest Training Using Multi-Armed Bandits