Shapley Value-driven Data Pruning for Recommender Systems

28 May 2025

Papers citing "Shapley Value-driven Data Pruning for Recommender Systems"

10 / 10 papers shown

Title
Counterfactual Multi-player Bandits for Explainable Recommendation Diversification Yansen Zhang Bowei He Xiaokun Zhang Haolun Wu Zexu Sun Chen Ma 116 1 0 27 May 2025
Beyond Models! Explainable Data Valuation and Metric Adaption for Recommendation Renqi Jia Xiaokun Zhang Bowei He Qiannan Zhu Weitao Xu Jiehao Chen Chen Ma TDI 89 1 0 12 Feb 2025
Interpretable Triplet Importance for Personalized Ranking Bowei He Chen Ma 62 1 0 28 Jul 2024
Efficient Bi-Level Optimization for Recommendation Denoising Zongwei Wang Min Gao Wentao Li Junliang Yu Linxin Guo Hongzhi Yin 44 29 0 19 Oct 2022
FastSHAP: Real-Time Shapley Value Estimation N. Jethani Mukund Sudarshan Ian Covert Su-In Lee Rajesh Ranganath TDI FAtt 89 128 0 15 Jul 2021
A Comprehensive Survey on Graph Anomaly Detection with Deep Learning Xiaoxiao Ma Hongzhi Zhang Shan Xue Jian Yang Chuan Zhou Quan Z. Sheng Hui Xiong Leman Akoglu GNN AI4TS 73 549 0 14 Jun 2021
Improving KernelSHAP: Practical Shapley Value Estimation via Linear Regression Ian Covert Su-In Lee FAtt 39 166 0 02 Dec 2020
Deep Learning for Anomaly Detection: A Survey Raghavendra Chalapathy Sanjay Chawla AI4TS 110 1,486 0 10 Jan 2019
A Unified Approach to Interpreting Model Predictions Scott M. Lundberg Su-In Lee FAtt 552 21,613 0 22 May 2017
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 848 149,474 0 22 Dec 2014