Faithful Group Shapley Value

25 May 2025

Papers citing "Faithful Group Shapley Value"

23 / 23 papers shown

Title
Group Shapley with Robust Significance Testing and Its Application to Bond Recovery Rate Prediction Jingyi Wang Ying Chen Paolo Giudici 59 1 0 06 Jan 2025
A Survey on Data Markets Jiayao Zhang Yuran Bi Mengye Cheng Jinfei Liu Kui Ren ... Jiachen T. Wang Haocheng Xia Li Xiong Xiaohui Yu James Zou AIFin 37 5 0 09 Nov 2024
One Sample Fits All: Approximating All Probabilistic Values Simultaneously and Efficiently Weida Li Yaoliang Yu 82 2 0 31 Oct 2024
Group Shapley Value and Counterfactual Simulations in a Structural Model Yongchan Kwon Sokbae Lee Guillaume A. Pouliot 58 1 0 09 Oct 2024
Provably Accurate Shapley Value Estimation via Leverage Score Sampling Christopher Musco R. Teal Witter FAtt FedML TDI 77 3 0 02 Oct 2024
Uncertainty Quantification of Data Shapley via Statistical Inference Mengmeng Wu Zhihong Liu Xiang Li Ruoxi Jia Xiangyu Chang TDI 74 2 0 28 Jul 2024
An Economic Solution to Copyright Challenges of Generative AI Jiachen T. Wang Zhun Deng Hiroaki Chiba-Okabe Boaz Barak Weijie J. Su 60 13 0 22 Apr 2024
A Note on "Efficient Task-Specific Data Valuation for Nearest Neighbor Algorithms" Wei Ping Yue Liu TDI 49 44 0 09 Apr 2023
Variance reduced Shapley value estimation for trustworthy data valuation Mengmeng Wu R. Jia Changle Lin Wei Huang Xiangyu Chang TDI 60 13 0 30 Oct 2022
High-Resolution Image Synthesis with Latent Diffusion Models Robin Rombach A. Blattmann Dominik Lorenz Patrick Esser Bjorn Ommer 3DV 248 15,081 0 20 Dec 2021
Beta Shapley: a Unified and Noise-reduced Data Valuation Framework for Machine Learning Yongchan Kwon James Zou TDI 55 125 0 26 Oct 2021
GTG-Shapley: Efficient and Accurate Participant Contribution Evaluation in Federated Learning Zelei Liu Yuanyuan Chen Han Yu Yang Liu Li-zhen Cui FedML TDI 49 127 0 05 Sep 2021
groupShapley: Efficient prediction explanation with Shapley values for feature groups Martin Jullum Annabelle Redelmeier K. Aas TDI FAtt 40 21 0 23 Jun 2021
Shapley Counterfactual Credits for Multi-Agent Reinforcement Learning Jiahui Li Kun Kuang Baoxiang Wang Furui Liu Long Chen Leilei Gan Jun Xiao OffRL 64 62 0 01 Jun 2021
Improving KernelSHAP: Practical Shapley Value Estimation via Linear Regression Ian Covert Su-In Lee FAtt 39 166 0 02 Dec 2020
Scaling Laws for Neural Language Models Jared Kaplan Sam McCandlish T. Henighan Tom B. Brown B. Chess R. Child Scott Gray Alec Radford Jeff Wu Dario Amodei 440 4,662 0 23 Jan 2020
Efficient Task-Specific Data Valuation for Nearest Neighbor Algorithms Ruoxi Jia David Dao Wei Ping F. Hubis Nezihe Merve Gürel Yue Liu Ce Zhang C. Spanos D. Song TDI FedML 35 200 0 22 Aug 2019
Data Shapley: Equitable Valuation of Data for Machine Learning Amirata Ghorbani James Zou TDI FedML 59 771 0 05 Apr 2019
Towards Efficient Data Valuation Based on the Shapley Value R. Jia David Dao Wei Ping F. Hubis Nicholas Hynes Nezihe Merve Gürel Yue Liu Ce Zhang D. Song C. Spanos TDI 43 407 0 27 Feb 2019
Deep Learning Scaling is Predictable, Empirically Joel Hestness Sharan Narang Newsha Ardalani G. Diamos Heewoo Jun Hassan Kianinejad Md. Mostofa Ali Patwary Yang Yang Yanqi Zhou 80 728 0 01 Dec 2017
A Unified Approach to Interpreting Model Predictions Scott M. Lundberg Su-In Lee FAtt 446 21,459 0 22 May 2017
Understanding Black-box Predictions via Influence Functions Pang Wei Koh Percy Liang TDI 134 2,854 0 14 Mar 2017
Train faster, generalize better: Stability of stochastic gradient descent Moritz Hardt Benjamin Recht Y. Singer 88 1,234 0 03 Sep 2015