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1808.02610
Cited By
L-Shapley and C-Shapley: Efficient Model Interpretation for Structured Data
8 August 2018
Jianbo Chen
Le Song
Martin J. Wainwright
Sai Li
FAtt
TDI
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Papers citing
"L-Shapley and C-Shapley: Efficient Model Interpretation for Structured Data"
50 / 133 papers shown
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145
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A case for data valuation transparency via DValCards
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Does It Make Sense to Speak of Introspection in Large Language Models?
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295
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Prediction via Shapley Value Regression
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409
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A Meaningful Perturbation Metric for Evaluating Explainability Methods
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200
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Explainable post-training bias mitigation with distribution-based fairness metrics
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A. Miroshnikov
Konstandinos Kotsiopoulos
395
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01 Apr 2025
FW-Shapley: Real-time Estimation of Weighted Shapley Values
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2024
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Siddharth Tandon
V. Balasubramanian
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354
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0
09 Mar 2025
Suboptimal Shapley Value Explanations
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321
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344
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Provably Accurate Shapley Value Estimation via Leverage Score Sampling
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R. Teal Witter
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342
12
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02 Oct 2024
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360
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30 Sep 2024
Local Explanations and Self-Explanations for Assessing Faithfulness in black-box LLMs
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Odysseas S. Chlapanis
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158
2
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18 Sep 2024
Feature Inference Attack on Shapley Values
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Yangfan Jiang
X. Xiao
AAML
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299
33
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16 Jul 2024
TokenSHAP: Interpreting Large Language Models with Monte Carlo Shapley Value Estimation
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Miriam Horovicz
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203
41
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14 Jul 2024
IG2: Integrated Gradient on Iterative Gradient Path for Feature Attribution
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Zhiqiang Ge
273
17
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WeShap: Weak Supervision Source Evaluation with Shapley Values
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Nick Koudas
392
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16 Jun 2024
Attri-Net: A Globally and Locally Inherently Interpretable Model for Multi-Label Classification Using Class-Specific Counterfactuals
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S. Woerner
Andreas Maier
Lisa M. Koch
Christian F. Baumgartner
FAtt
319
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08 Jun 2024
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Jeremias Sulam
FAtt
320
4
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29 May 2024
Multi-Level Explanations for Generative Language Models
Lucas Monteiro Paes
Dennis L. Wei
Hyo Jin Do
Hendrik Strobelt
Ronny Luss
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Karthikeyan N. Ramamurthy
P. Sattigeri
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Soumya Ghosh
FAtt
315
14
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21 Mar 2024
Explaining Probabilistic Models with Distributional Values
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Michele Donini
Cédric Archambeau
Matthias Seeger
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243
3
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15 Feb 2024
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Vikram S Chundawat
Murari Mandal
Hong Ming Tan
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Mohan Kankanhalli
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360
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SyntaxShap: Syntax-aware Explainability Method for Text Generation
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Rita Sevastjanova
Mennatallah El-Assady
173
8
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14 Feb 2024
Shapley Values-enabled Progressive Pseudo Bag Augmentation for Whole Slide Image Classification
IEEE Transactions on Medical Imaging (TMI), 2023
Renao Yan
Qiehe Sun
Cheng Jin
Yiqing Liu
Yonghong He
Tian Guan
Hao Chen
368
20
0
09 Dec 2023
TextGenSHAP: Scalable Post-hoc Explanations in Text Generation with Long Documents
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
James Enouen
Hootan Nakhost
Sayna Ebrahimi
Sercan O. Arik
Yan Liu
Tomas Pfister
337
14
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03 Dec 2023
Improving Interpretation Faithfulness for Vision Transformers
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Lijie Hu
Yixin Liu
Ninghao Liu
Mengdi Huai
Lichao Sun
Haiyan Zhao
231
12
0
29 Nov 2023
Greedy PIG: Adaptive Integrated Gradients
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Sami Abu-El-Haija
Lin Chen
Matthew Fahrbach
Gang Fu
FAtt
245
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0
10 Nov 2023
Fast Shapley Value Estimation: A Unified Approach
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Baotong Tian
Wenzhao Zheng
Jie Zhou
Jiwen Lu
TDI
FAtt
401
2
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02 Nov 2023
The Thousand Faces of Explainable AI Along the Machine Learning Life Cycle: Industrial Reality and Current State of Research
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Ralf Gross
Alexander Koebler
Michael Lebacher
Ronald Schnitzer
Stefan H. Weber
290
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11 Oct 2023
Stabilizing Estimates of Shapley Values with Control Variates
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Giles Hooker
FAtt
336
7
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Fair Feature Importance Scores for Interpreting Tree-Based Methods and Surrogates
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Debolina Halder Lina
Genevera I. Allen
289
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Refutation of Shapley Values for XAI -- Additional Evidence
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Sasha Rubin
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283
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Sasha Rubin
FAtt
363
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Explainability is NOT a Game
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322
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Lucile Ter-Minassian
Oscar Clivio
Karla Diaz-Ordaz
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Chris Holmes
242
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26 Jun 2023
Explaining Predictive Uncertainty with Information Theoretic Shapley Values
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David S. Watson
Joshua O'Hara
Niek Tax
Richard Mudd
Ido Guy
TDI
FAtt
272
38
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09 Jun 2023
DU-Shapley: A Shapley Value Proxy for Efficient Dataset Valuation
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Felipe Garrido-Lucero
Benjamin Heymann
Maxime Vono
Patrick Loiseau
Vianney Perchet
FedML
TDI
318
9
0
03 Jun 2023
Can We Trust Explainable AI Methods on ASR? An Evaluation on Phoneme Recognition
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023
Xiao-lan Wu
P. Bell
A. Rajan
251
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Unsupervised Selective Rationalization with Noise Injection
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Adam Storek
Melanie Subbiah
Kathleen McKeown
241
5
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Disproving XAI Myths with Formal Methods -- Initial Results
IEEE International Conference on Engineering of Complex Computer Systems (ICECCS), 2023
Sasha Rubin
255
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13 May 2023
Explainability in AI Policies: A Critical Review of Communications, Reports, Regulations, and Standards in the EU, US, and UK
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Agathe Balayn
A. Smith
264
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20 Apr 2023
ViT-Calibrator: Decision Stream Calibration for Vision Transformer
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Lin Chen
Zhijie Jia
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Lechao Cheng
Jie Lei
Zunlei Feng
Min-Gyoo Song
304
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10 Apr 2023
HarsanyiNet: Computing Accurate Shapley Values in a Single Forward Propagation
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Siyu Lou
Keyan Zhang
Jin Huang
Quanshi Zhang
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285
16
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Beyond Demographic Parity: Redefining Equal Treatment
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Laura State
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433
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The Inadequacy of Shapley Values for Explainability
Xuanxiang Huang
Sasha Rubin
FAtt
296
46
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Xuanting Cai
Mengnan Du
Helen Zhou
239
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Chenghua Guo
Guixiang Ma
Ming Zeng
Xi Zhang
Sihong Xie
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416
1
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Identifying the Source of Vulnerability in Explanation Discrepancy: A Case Study in Neural Text Classification
BlackboxNLP Workshop on Analyzing and Interpreting Neural Networks for NLP (BlackboxNLP), 2022
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Hanjie Chen
Yangfeng Ji
AAML
FAtt
190
3
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10 Dec 2022
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