27 citations · 40 across the 3 of their papers we have counts for
3 papers
cs.LG2012★ 12 cited
Virtual Vector Machine for Bayesian Online Classification
Thomas P. Minka, Rongjing Xiang, Yuan +1
In a typical online learning scenario, a learner is required to process a large data stream using a small memory buffer. Such a requirement is usually in conflict with a learner's…
cs.LG2012★ 1 cited
Sparse-posterior Gaussian Processes for general likelihoods
Yuan, Qi, Ahmed H. Abdel-Gawad +1
Gaussian processes (GPs) provide a probabilistic nonparametric representation of functions in regression, classification, and other problems. Unfortunately, exact learning with GPs…
cs.LG2011★ 27 cited
Infinite Tucker Decomposition: Nonparametric Bayesian Models for Multiway Data Analysis
Zenglin Xu, Feng Yan, Yuan +1
Tensor decomposition is a powerful computational tool for multiway data analysis. Many popular tensor decomposition approaches---such as the Tucker decomposition and CANDECOMP/PARA…