Mondrian Forests for Large-Scale Regression when Uncertainty Matters

11 June 2015

Papers citing "Mondrian Forests for Large-Scale Regression when Uncertainty Matters"

11 / 11 papers shown

Title
Scalable Bayesian Optimization via Focalized Sparse Gaussian Processes Yunyue Wei Vincent Zhuang Saraswati Soedarmadji Yanan Sui 188 0 0 31 Dec 2024
Rule-based Bayesian regression T. Botsas L. Mason Indranil Pan 17 4 0 02 Aug 2020
Balance is key: Private median splits yield high-utility random trees Shorya Consul Sinead Williamson 17 2 0 15 Jun 2020
Isolation Mondrian Forest for Batch and Online Anomaly Detection Haoran Ma Benyamin Ghojogh Maria N. Samad Dongyu Zheng Mark Crowley 27 27 0 08 Mar 2020
Bayesian Nonparametric Space Partitions: A Survey Xuhui Fan Bin Li Ling Luo Scott A. Sisson 21 14 0 26 Feb 2020
Bayesian Optimization for Categorical and Category-Specific Continuous Inputs Dang Nguyen Sunil R. Gupta Santu Rana A. Shilton Svetha Venkatesh 14 50 0 28 Nov 2019
AMF: Aggregated Mondrian Forests for Online Learning Jaouad Mourtada Stéphane Gaïffas Erwan Scornet 27 26 0 25 Jun 2019
Minimax optimal rates for Mondrian trees and forests Jaouad Mourtada Stéphane Gaïffas Erwan Scornet 49 49 0 15 Mar 2018
Universal consistency and minimax rates for online Mondrian Forests Jaouad Mourtada Stéphane Gaïffas Erwan Scornet 50 16 0 08 Nov 2017
Batched Large-scale Bayesian Optimization in High-dimensional Spaces Zi Wang Clement Gehring Pushmeet Kohli Stefanie Jegelka UQCV 14 209 0 05 Jun 2017
The Mondrian Kernel Matej Balog Balaji Lakshminarayanan Zoubin Ghahramani Daniel M. Roy Yee Whye Teh 24 26 0 16 Jun 2016