Amortized Linear-time Exact Shapley Value for Product-Kernel Methods
Fuente:
arXiv
Saved in:
| Main Authors: | Mohammadi, Majid, Chau, Siu Lun, Muandet, Krikamol |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Exact Shapley Attributions in Quadratic-time for FANOVA Gaussian Processes
by: Mohammadi, Majid, et al.
Published: (2025)
by: Mohammadi, Majid, et al.
Published: (2025)
QuadraSHAP: Stable and Scalable Shapley Values for Product Games via Gauss-Legendre Quadrature
by: Mohammadi, Majid, et al.
Published: (2026)
by: Mohammadi, Majid, et al.
Published: (2026)
When Do Credal Sets Stabilize? Fixed-Point Theorems for Credal Set Updates
by: Caprio, Michele, et al.
Published: (2025)
by: Caprio, Michele, et al.
Published: (2025)
Truthful Elicitation of Imprecise Forecasts
by: Singh, Anurag, et al.
Published: (2025)
by: Singh, Anurag, et al.
Published: (2025)
Integral Imprecise Probability Metrics
by: Chau, Siu Lun, et al.
Published: (2025)
by: Chau, Siu Lun, et al.
Published: (2025)
Kernel Quantile Embeddings and Associated Probability Metrics
by: Naslidnyk, Masha, et al.
Published: (2025)
by: Naslidnyk, Masha, et al.
Published: (2025)
Domain Generalisation via Imprecise Learning
by: Singh, Anurag, et al.
Published: (2024)
by: Singh, Anurag, et al.
Published: (2024)
Quantification of Credal Uncertainty: A Distance-Based Approach
by: Gonzalez-Garcia, Xabier, et al.
Published: (2026)
by: Gonzalez-Garcia, Xabier, et al.
Published: (2026)
Causal Strategic Learning with Competitive Selection
by: Vo, Kiet Q. H., et al.
Published: (2023)
by: Vo, Kiet Q. H., et al.
Published: (2023)
Verbalizing LLM's Higher-order Uncertainty via Imprecise Probabilities
by: Yang, Anita, et al.
Published: (2026)
by: Yang, Anita, et al.
Published: (2026)
Incentive Aware AI Regulations: A Credal Characterisation
by: Singh, Anurag, et al.
Published: (2026)
by: Singh, Anurag, et al.
Published: (2026)
Instrumental and Proximal Causal Inference with Gaussian Processes
by: Zhang, Yuqi, et al.
Published: (2026)
by: Zhang, Yuqi, et al.
Published: (2026)
Credal Two-Sample Tests of Epistemic Uncertainty
by: Chau, Siu Lun, et al.
Published: (2024)
by: Chau, Siu Lun, et al.
Published: (2024)
Exactly Computing do-Shapley Values
by: Witter, R. Teal, et al.
Published: (2026)
by: Witter, R. Teal, et al.
Published: (2026)
Explanation Design in Strategic Learning: Sufficient Explanations that Induce Non-harmful Responses
by: Vo, Kiet Q. H., et al.
Published: (2025)
by: Vo, Kiet Q. H., et al.
Published: (2025)
(Im)possibility of Collective Intelligence
by: Muandet, Krikamol
Published: (2022)
by: Muandet, Krikamol
Published: (2022)
From Abstract to Actionable: Pairwise Shapley Values for Explainable AI
by: Xu, Jiaxin, et al.
Published: (2025)
by: Xu, Jiaxin, et al.
Published: (2025)
Explaining Large Language Models Decisions Using Shapley Values
by: Mohammadi, Behnam
Published: (2024)
by: Mohammadi, Behnam
Published: (2024)
Sufficient Invariant Learning for Distribution Shift
by: Kim, Taero, et al.
Published: (2022)
by: Kim, Taero, et al.
Published: (2022)
Performative Learning Theory
by: Rodemann, Julian, et al.
Published: (2026)
by: Rodemann, Julian, et al.
Published: (2026)
Suboptimal Shapley Value Explanations
by: Lu, Xiaolei
Published: (2025)
by: Lu, Xiaolei
Published: (2025)
An Odd Estimator for Shapley Values
by: Fumagalli, Fabian, et al.
Published: (2026)
by: Fumagalli, Fabian, et al.
Published: (2026)
On the Inflation of KNN-Shapley Value
by: Yang, Ziao, et al.
Published: (2024)
by: Yang, Ziao, et al.
Published: (2024)
Verified SHAP: Provable Bounds for Exact Shapley Values of Neural Networks
by: Boetius, David, et al.
Published: (2026)
by: Boetius, David, et al.
Published: (2026)
Explaining Drift using Shapley Values
by: Edakunni, Narayanan U., et al.
Published: (2024)
by: Edakunni, Narayanan U., et al.
Published: (2024)
Generalized Priority-Aware Shapley Value
by: Lee, Kiljae, et al.
Published: (2026)
by: Lee, Kiljae, et al.
Published: (2026)
Regression-adjusted Monte Carlo Estimators for Shapley Values and Probabilistic Values
by: Witter, R. Teal, et al.
Published: (2025)
by: Witter, R. Teal, et al.
Published: (2025)
Exact Computation of Any-Order Shapley Interactions for Graph Neural Networks
by: Muschalik, Maximilian, et al.
Published: (2025)
by: Muschalik, Maximilian, et al.
Published: (2025)
KernelSHAP-IQ: Weighted Least-Square Optimization for Shapley Interactions
by: Fumagalli, Fabian, et al.
Published: (2024)
by: Fumagalli, Fabian, et al.
Published: (2024)
Shapley-Value-Based Graph Sparsification for GNN Inference
by: Akkas, Selahattin, et al.
Published: (2025)
by: Akkas, Selahattin, et al.
Published: (2025)
Self-Reinforcing Controllable Synthesis of Rare Relational Data via Bayesian Calibration
by: Zhang, Chongsheng, et al.
Published: (2026)
by: Zhang, Chongsheng, et al.
Published: (2026)
Bayesian Optimization for Building Social-Influence-Free Consensus
by: Adachi, Masaki, et al.
Published: (2025)
by: Adachi, Masaki, et al.
Published: (2025)
HyperSHAP: Shapley Values and Interactions for Explaining Hyperparameter Optimization
by: Wever, Marcel, et al.
Published: (2025)
by: Wever, Marcel, et al.
Published: (2025)
Feature Inference Attack on Shapley Values
by: Luo, Xinjian, et al.
Published: (2024)
by: Luo, Xinjian, et al.
Published: (2024)
Faithful Group Shapley Value
by: Lee, Kiljae, et al.
Published: (2025)
by: Lee, Kiljae, et al.
Published: (2025)
Beyond Shapley Values: Cooperative Games for the Interpretation of Machine Learning Models
by: Idrissi, Marouane Il, et al.
Published: (2025)
by: Idrissi, Marouane Il, et al.
Published: (2025)
CQD-SHAP: Explainable Complex Query Answering via Shapley Values
by: Abbasi, Parsa, et al.
Published: (2025)
by: Abbasi, Parsa, et al.
Published: (2025)
Losing is for Cherishing: Data Valuation Based on Machine Unlearning and Shapley Value
by: Ma, Le, et al.
Published: (2025)
by: Ma, Le, et al.
Published: (2025)
Shapley Neuron Values for Continual Learning: Which Neurons Matter Most?
by: Vahedifar, Mohammad Ali, et al.
Published: (2026)
by: Vahedifar, Mohammad Ali, et al.
Published: (2026)
Provably Accurate Shapley Value Estimation via Leverage Score Sampling
by: Musco, Christopher, et al.
Published: (2024)
by: Musco, Christopher, et al.
Published: (2024)
Similar Items
-
Exact Shapley Attributions in Quadratic-time for FANOVA Gaussian Processes
by: Mohammadi, Majid, et al.
Published: (2025) -
QuadraSHAP: Stable and Scalable Shapley Values for Product Games via Gauss-Legendre Quadrature
by: Mohammadi, Majid, et al.
Published: (2026) -
When Do Credal Sets Stabilize? Fixed-Point Theorems for Credal Set Updates
by: Caprio, Michele, et al.
Published: (2025) -
Truthful Elicitation of Imprecise Forecasts
by: Singh, Anurag, et al.
Published: (2025) -
Integral Imprecise Probability Metrics
by: Chau, Siu Lun, et al.
Published: (2025)