397 citations · 2.8k across the 133 of their papers we have counts for
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cs.LG2018
Collaborative Filtering with Stability
Dongsheng Li, Chao Chen, Qin Lv +3
Collaborative filtering (CF) is a popular technique in today's recommender systems, and matrix approximation-based CF methods have achieved great success in both rating prediction…
cs.LG2018★ 4 cited
Decoupled Learning for Factorial Marked Temporal Point Processes
Weichang Wu, Junchi Yan, Xiaokang Yang +1
This paper introduces the factorial marked temporal point process model and presents efficient learning methods. In conventional (multi-dimensional) marked temporal point process m…
cs.LG2018
tau-FPL: Tolerance-Constrained Learning in Linear Time
Ao Zhang, Nan Li, Jian Pu +3
Learning a classifier with control on the false-positive rate plays a critical role in many machine learning applications. Existing approaches either introduce prior knowledge depe…