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Sampling Permutations for Shapley Value Estimation
v1v2 (latest)

Sampling Permutations for Shapley Value Estimation

25 April 2021
Rory Mitchell
Joshua N. Cooper
E. Frank
G. Holmes
ArXiv (abs)PDFHTML

Papers citing "Sampling Permutations for Shapley Value Estimation"

28 / 28 papers shown
Title
Does It Make Sense to Speak of Introspection in Large Language Models?
Does It Make Sense to Speak of Introspection in Large Language Models?
Iulia M. Comsa
Murray Shanahan
LRM
95
1
0
05 Jun 2025
Antithetic Sampling for Top-k Shapley Identification
Antithetic Sampling for Top-k Shapley Identification
Patrick Kolpaczki
Tim Nielen
Eyke Hüllermeier
TDIFAtt
119
0
0
02 Apr 2025
shapr: Explaining Machine Learning Models with Conditional Shapley Values in R and Python
shapr: Explaining Machine Learning Models with Conditional Shapley Values in R and Python
Martin Jullum
Lars Henry Berge Olsen
Jon Lachmann
Annabelle Redelmeier
TDIFAtt
172
3
0
02 Apr 2025
FedSV: Byzantine-Robust Federated Learning via Shapley Value
FedSV: Byzantine-Robust Federated Learning via Shapley Value
Khaoula Otmani
Rachid Elazouzi
Vincent Labatut
FedMLAAML
194
2
0
24 Feb 2025
Unifying Feature-Based Explanations with Functional ANOVA and Cooperative Game Theory
Unifying Feature-Based Explanations with Functional ANOVA and Cooperative Game Theory
Fabian Fumagalli
Maximilian Muschalik
Eyke Hüllermeier
Barbara Hammer
J. Herbinger
FAtt
199
4
0
22 Dec 2024
A Comprehensive Study of Shapley Value in Data Analytics
A Comprehensive Study of Shapley Value in Data Analytics
Hong Lin
Shixin Wan
Zhongle Xie
Ke Chen
Meihui Zhang
Lidan Shou
Gang Chen
178
0
0
02 Dec 2024
WeShap: Weak Supervision Source Evaluation with Shapley Values
WeShap: Weak Supervision Source Evaluation with Shapley Values
Naiqing Guan
Nick Koudas
94
0
0
16 Jun 2024
Data Shapley in One Training Run
Data Shapley in One Training Run
Jiachen T. Wang
Prateek Mittal
Dawn Song
R. Jia
TDI
132
15
0
16 Jun 2024
A New Baseline Assumption of Integated Gradients Based on Shaply value
A New Baseline Assumption of Integated Gradients Based on Shaply value
Shuyang Liu
Zixuan Chen
Ge Shi
Ji Wang
Changjie Fan
Yu Xiong
Runze Wu Yujing Hu
Ze Ji
Yang Gao
55
3
0
07 Oct 2023
Threshold KNN-Shapley: A Linear-Time and Privacy-Friendly Approach to
  Data Valuation
Threshold KNN-Shapley: A Linear-Time and Privacy-Friendly Approach to Data Valuation
Jiachen T. Wang
Yuqing Zhu
Yu Wang
R. Jia
Prateek Mittal
TDI
109
12
0
30 Aug 2023
DU-Shapley: A Shapley Value Proxy for Efficient Dataset Valuation
DU-Shapley: A Shapley Value Proxy for Efficient Dataset Valuation
Felipe Garrido-Lucero
Benjamin Heymann
Maxime Vono
Patrick Loiseau
Vianney Perchet
FedMLTDI
103
4
0
03 Jun 2023
A Note on "Efficient Task-Specific Data Valuation for Nearest Neighbor
  Algorithms"
A Note on "Efficient Task-Specific Data Valuation for Nearest Neighbor Algorithms"
Wei Ping
Yue Liu
TDI
86
44
0
09 Apr 2023
CoRTX: Contrastive Framework for Real-time Explanation
CoRTX: Contrastive Framework for Real-time Explanation
Yu-Neng Chuang
Guanchu Wang
Fan Yang
Quan-Gen Zhou
Pushkar Tripathi
Xuanting Cai
Helen Zhou
91
20
0
05 Mar 2023
Approximating the Shapley Value without Marginal Contributions
Approximating the Shapley Value without Marginal Contributions
Patrick Kolpaczki
Viktor Bengs
Maximilian Muschalik
Eyke Hüllermeier
FAttTDI
156
26
0
01 Feb 2023
Shapley Values with Uncertain Value Functions
Shapley Values with Uncertain Value Functions
R. Heese
Sascha Mucke
Matthias Jakobs
Thore Gerlach
Nico Piatkowski
TDI
43
5
0
19 Jan 2023
Probably Approximate Shapley Fairness with Applications in Machine
  Learning
Probably Approximate Shapley Fairness with Applications in Machine Learning
Zijian Zhou
Xinyi Xu
Rachael Hwee Ling Sim
Chuan-Sheng Foo
K. H. Low
TDI
61
10
0
01 Dec 2022
What does a platypus look like? Generating customized prompts for
  zero-shot image classification
What does a platypus look like? Generating customized prompts for zero-shot image classification
Sarah M Pratt
Ian Covert
Rosanne Liu
Ali Farhadi
VLM
189
224
0
07 Sep 2022
PDD-SHAP: Fast Approximations for Shapley Values using Functional
  Decomposition
PDD-SHAP: Fast Approximations for Shapley Values using Functional Decomposition
Arne Gevaert
Yvan Saeys
FAttTDI
37
2
0
26 Aug 2022
Algorithms to estimate Shapley value feature attributions
Algorithms to estimate Shapley value feature attributions
Hugh Chen
Ian Covert
Scott M. Lundberg
Su-In Lee
TDIFAtt
93
236
0
15 Jul 2022
Measuring the Effect of Training Data on Deep Learning Predictions via
  Randomized Experiments
Measuring the Effect of Training Data on Deep Learning Predictions via Randomized Experiments
Jinkun Lin
Anqi Zhang
Mathias Lécuyer
Jinyang Li
Aurojit Panda
S. Sen
TDIFedML
79
55
0
20 Jun 2022
Accelerating Shapley Explanation via Contributive Cooperator Selection
Accelerating Shapley Explanation via Contributive Cooperator Selection
Guanchu Wang
Yu-Neng Chuang
Mengnan Du
Fan Yang
Quan-Gen Zhou
Pushkar Tripathi
Xuanting Cai
Helen Zhou
FAtt
88
22
0
17 Jun 2022
Faith-Shap: The Faithful Shapley Interaction Index
Faith-Shap: The Faithful Shapley Interaction Index
Che-Ping Tsai
Chih-Kuan Yeh
Pradeep Ravikumar
TDI
107
55
0
02 Mar 2022
Training Characteristic Functions with Reinforcement Learning:
  XAI-methods play Connect Four
Training Characteristic Functions with Reinforcement Learning: XAI-methods play Connect Four
S. Wäldchen
Felix Huber
Sebastian Pokutta
FAtt
61
8
0
23 Feb 2022
The Shapley Value in Machine Learning
The Shapley Value in Machine Learning
Benedek Rozemberczki
Lauren Watson
Péter Bayer
Hao-Tsung Yang
Oliver Kiss
Sebastian Nilsson
Rik Sarkar
TDIFAtt
119
216
0
11 Feb 2022
Time to Focus: A Comprehensive Benchmark Using Time Series Attribution
  Methods
Time to Focus: A Comprehensive Benchmark Using Time Series Attribution Methods
Dominique Mercier
Jwalin Bhatt
Andreas Dengel
Sheraz Ahmed
AI4TS
92
11
0
08 Feb 2022
Using Shapley Values and Variational Autoencoders to Explain Predictive
  Models with Dependent Mixed Features
Using Shapley Values and Variational Autoencoders to Explain Predictive Models with Dependent Mixed Features
Lars Henry Berge Olsen
I. Glad
Martin Jullum
K. Aas
TDIFAtt
100
17
0
26 Nov 2021
FastSHAP: Real-Time Shapley Value Estimation
FastSHAP: Real-Time Shapley Value Estimation
N. Jethani
Mukund Sudarshan
Ian Covert
Su-In Lee
Rajesh Ranganath
TDIFAtt
151
134
0
15 Jul 2021
On the Complexity of SHAP-Score-Based Explanations: Tractability via
  Knowledge Compilation and Non-Approximability Results
On the Complexity of SHAP-Score-Based Explanations: Tractability via Knowledge Compilation and Non-Approximability Results
Marcelo Arenas
Pablo Barceló
Leopoldo Bertossi
Mikaël Monet
FAtt
68
35
0
16 Apr 2021
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