519 citations · 739 across the 11 of their papers we have counts for
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stat.ML2014★ 14 cited
Large-Margin Determinantal Point Processes
Boqing Gong, Wei-lun Chao, Kristen Grauman +1
Determinantal point processes (DPPs) offer a powerful approach to modeling diversity in many applications where the goal is to select a diverse subset. We study the problem of lear…
cs.LG2014★ 7 cited
Two-Stage Metric Learning
Jun Wang, Ke Sun, Fei Sha +2
In this paper, we present a novel two-stage metric learning algorithm. We first map each learning instance to a probability distribution by computing its similarities to a set of f…