281 citations · 2k across the 103 of their papers we have counts for
3 papers · 1 filter
Near-Optimal Active Learning of Multi-Output Gaussian Processes
Yehong Zhang, Trong Nghia Hoang, Kian Hsiang Low +1
This paper addresses the problem of active learning of a multi-output Gaussian process (MOGP) model representing multiple types of coexisting correlated environmental phenomena. In…
Eye-2-I: Eye-tracking for just-in-time implicit user profiling
Keng-Teck Ma, Qianli Xu, Liyuan Li +3
For many applications, such as targeted advertising and content recommendation, knowing users' traits and interests is a prerequisite. User profiling is a helpful approach for this…
Group -Means
Jianfeng Wang, Shuicheng Yan, Yi Yang +3
We study how to learn multiple dictionaries from a dataset, and approximate any data point by the sum of the codewords each chosen from the corresponding dictionary. Although theor…