86 citations · 86 across the 3 of their papers we have counts for
3 papers
cs.IR2025
Local Collaborative Filtering: A Collaborative Filtering Method that Utilizes Local Similarities among Users
Zhaoxin Shen, Dan Wu
To leverage user behavior data from the Internet more effectively in recommender systems, this paper proposes a novel collaborative filtering (CF) method called Local Collaborative…
cs.LG2024
Double-Bounded Optimal Transport for Advanced Clustering and Classification
Liangliang Shi, Zhaoqi Shen, Junchi Yan
Optimal transport (OT) is attracting increasing attention in machine learning. It aims to transport a source distribution to a target one at minimal cost. In its vanilla form, the…
cs.AI2018★ 86 cited
Interpretable Credit Application Predictions With Counterfactual Explanations
Rory Mc Grath, Luca Costabello, Chan Le Van +4
We predict credit applications with off-the-shelf, interchangeable black-box classifiers and we explain single predictions with counterfactual explanations. Counterfactual explanat…