Collective Online Learning of Gaussian Processes in Massive Multi-Agent Systems

23 May 2018

Papers citing "Collective Online Learning of Gaussian Processes in Massive Multi-Agent Systems"

10 / 10 papers shown

Title
Streaming Sparse Gaussian Process Approximations T. Bui Cuong V Nguyen Richard Turner 50 102 0 19 May 2017
A Generalized Stochastic Variational Bayesian Hyperparameter Learning Framework for Sparse Spectrum Gaussian Process Regression Q. Hoang T. Hoang K. H. Low 35 39 0 18 Nov 2016
Distributed Gaussian Processes M. Deisenroth Jun Wei Ng GP 68 341 0 10 Feb 2015
Parallel Gaussian Process Regression for Big Data: Low-Rank Representation Meets Markov Approximation K. H. Low J. Yu Jie Chen Patrick Jaillet 45 52 0 17 Nov 2014
Decentralized Data Fusion and Active Sensing with Mobile Sensors for Modeling and Predicting Spatiotemporal Traffic Phenomena Jie Chen K. H. Low C. Tan Ali Oran Patrick Jaillet John M. Dolan Gaurav Sukhatme 45 64 0 09 Aug 2014
Distributed Variational Inference in Sparse Gaussian Process Regression and Latent Variable Models Y. Gal Mark van der Wilk C. Rasmussen 67 150 0 06 Feb 2014
Gaussian Processes for Big Data J. Hensman Nicolò Fusi Neil D. Lawrence GP 101 1,230 0 26 Sep 2013
Gaussian Process-Based Decentralized Data Fusion and Active Sensing for Mobility-on-Demand System Jie Chen K. H. Low C. Tan 59 48 0 02 Jun 2013
Parallel Gaussian Process Regression with Low-Rank Covariance Matrix Approximations Jie Chen Nannan Cao K. H. Low Ruofei Ouyang C. Tan Patrick Jaillet 59 59 0 24 May 2013
Multi-Robot Informative Path Planning for Active Sensing of Environmental Phenomena: A Tale of Two Algorithms Nannan Cao K. H. Low John M. Dolan 65 110 0 04 Feb 2013