Shapley Curves: A Smoothing Perspective
Fuente:
arXiv
Saved in:
| Main Authors: | Miftachov, Ratmir, Keilbar, Georg, Härdle, Wolfgang Karl |
|---|---|
| Format: | Preprint |
| Published: |
2022
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
High-Dimensional Search, Low-Dimensional Solution: Decoupling Optimization from Representation
by: Kalyoncuoglu, Yusuf, et al.
Published: (2025)
by: Kalyoncuoglu, Yusuf, et al.
Published: (2025)
Interpretable Tabular Foundation Models via In-Context Kernel Regression
by: Miftachov, Ratmir, et al.
Published: (2026)
by: Miftachov, Ratmir, et al.
Published: (2026)
Counterfactual Density Effects and the German East--West Income Gap
by: Keilbar, Georg, et al.
Published: (2026)
by: Keilbar, Georg, et al.
Published: (2026)
EarlyStopping: Implicit Regularization for Iterative Learning Procedures in Python
by: Ziebell, Eric, et al.
Published: (2025)
by: Ziebell, Eric, et al.
Published: (2025)
Smoothed SGD for quantiles: Bahadur representation and Gaussian approximation
by: Chen, Likai, et al.
Published: (2025)
by: Chen, Likai, et al.
Published: (2025)
Multivariate outlier explanations using Shapley values and Mahalanobis distances
by: Mayrhofer, Marcus, et al.
Published: (2022)
by: Mayrhofer, Marcus, et al.
Published: (2022)
Shapley-PC: Constraint-based Causal Structure Learning with a Shapley Inspired Framework
by: Russo, Fabrizio, et al.
Published: (2023)
by: Russo, Fabrizio, et al.
Published: (2023)
Action Shapley: A Training Data Selection Metric for World Model in Reinforcement Learning
by: Ghosh, Rajat, et al.
Published: (2026)
by: Ghosh, Rajat, et al.
Published: (2026)
Efficient nonparametric statistical inference on population feature importance using Shapley values
by: Williamson, Brian D., et al.
Published: (2020)
by: Williamson, Brian D., et al.
Published: (2020)
A Multiclass ROC Curve
by: Giudici, Paolo, et al.
Published: (2025)
by: Giudici, Paolo, et al.
Published: (2025)
Group Shapley Value and Counterfactual Simulations in a Structural Model
by: Kwon, Yongchan, et al.
Published: (2024)
by: Kwon, Yongchan, et al.
Published: (2024)
Overview and practical recommendations on using Shapley Values for identifying predictive biomarkers via CATE modeling
by: Svensson, David, et al.
Published: (2025)
by: Svensson, David, et al.
Published: (2025)
Smoothness Adaptive Hypothesis Transfer Learning
by: Lin, Haotian, et al.
Published: (2024)
by: Lin, Haotian, et al.
Published: (2024)
Joint Distribution-Informed Shapley Values for Sparse Counterfactual Explanations
by: You, Lei, et al.
Published: (2024)
by: You, Lei, et al.
Published: (2024)
Fast approximative estimation of conditional Shapley values when using a linear regression model or a polynomial regression model
by: Aanes, Fredrik Lohne
Published: (2025)
by: Aanes, Fredrik Lohne
Published: (2025)
A feature selection method based on Shapley values robust to concept shift in regression
by: Sebastián, Carlos, et al.
Published: (2023)
by: Sebastián, Carlos, et al.
Published: (2023)
Inference on Variable Importance for Treatment Effect Heterogeneity: Shapley Values and Beyond
by: Morzywolek, Pawel, et al.
Published: (2025)
by: Morzywolek, Pawel, et al.
Published: (2025)
Deep Learning and NLP in Cryptocurrency Forecasting: Integrating Financial, Blockchain, and Social Media Data
by: Gurgul, Vincent, et al.
Published: (2023)
by: Gurgul, Vincent, et al.
Published: (2023)
Inference on many jumps in nonparametric panel regression models
by: Chen, Likai, et al.
Published: (2023)
by: Chen, Likai, et al.
Published: (2023)
Early Stopping for Regression Trees
by: Miftachov, Ratmir, et al.
Published: (2025)
by: Miftachov, Ratmir, et al.
Published: (2025)
A Randomized Permutation Whole-Model Test Heuristic for Self-Validated Ensemble Models (SVEM)
by: Karl, Andrew T.
Published: (2024)
by: Karl, Andrew T.
Published: (2024)
Qini Curve Estimation under Clustered Network Interference
by: Karlsson, Rickard, et al.
Published: (2025)
by: Karlsson, Rickard, et al.
Published: (2025)
Pareto Smoothed Importance Sampling
by: Vehtari, Aki, et al.
Published: (2015)
by: Vehtari, Aki, et al.
Published: (2015)
Smooth Sailing: Lipschitz-Driven Uncertainty Quantification for Spatial Association
by: Burt, David R., et al.
Published: (2025)
by: Burt, David R., et al.
Published: (2025)
Attack-Resistant Uniform Fairness for Linear and Smooth Contextual Bandits
by: Zhang, Qingwen, et al.
Published: (2026)
by: Zhang, Qingwen, et al.
Published: (2026)
Geometry Adaptive Counterfactual Distribution Learning with Diffusion-Guided Smoothing
by: Kim, Kwangho
Published: (2026)
by: Kim, Kwangho
Published: (2026)
Differentiable Pareto-Smoothed Weighting for High-Dimensional Heterogeneous Treatment Effect Estimation
by: Chikahara, Yoichi, et al.
Published: (2024)
by: Chikahara, Yoichi, et al.
Published: (2024)
Causal Analysis of Shapley Values: Conditional vs. Marginal
by: Rozenfeld, Ilya
Published: (2024)
by: Rozenfeld, Ilya
Published: (2024)
A projection based approach for interactive fixed effects panel data models
by: Keilbar, Georg, et al.
Published: (2022)
by: Keilbar, Georg, et al.
Published: (2022)
The two filter formula reconsidered: Smoothing in partially observed Gauss--Markov models without information parametrization
by: Tronarp, Filip
Published: (2025)
by: Tronarp, Filip
Published: (2025)
Deep Fréchet Regression
by: Iao, Su I, et al.
Published: (2024)
by: Iao, Su I, et al.
Published: (2024)
Fréchet Geodesic Boosting
by: Zhou, Yidong, et al.
Published: (2025)
by: Zhou, Yidong, et al.
Published: (2025)
Depth Functions for Partial Orders with a Descriptive Analysis of Machine Learning Algorithms
by: Blocher, Hannah, et al.
Published: (2023)
by: Blocher, Hannah, et al.
Published: (2023)
Sequential Kernel Embedding for Mediated and Time-Varying Dose Response Curves
by: Singh, Rahul, et al.
Published: (2021)
by: Singh, Rahul, et al.
Published: (2021)
cc-Shapley: Measuring Multivariate Feature Importance Needs Causal Context
by: Martin, Jörg, et al.
Published: (2026)
by: Martin, Jörg, et al.
Published: (2026)
From Partial Exchangeability to Predictive Probability: A Bayesian Perspective on Classification
by: Diniz, Marcio Alves
Published: (2025)
by: Diniz, Marcio Alves
Published: (2025)
Individualized Multi-Treatment Response Curves Estimation using RBF-net with Shared Neurons
by: Chang, Peter, et al.
Published: (2024)
by: Chang, Peter, et al.
Published: (2024)
Stability Bounds for Smooth Optimal Transport Maps and their Statistical Implications
by: Balakrishnan, Sivaraman, et al.
Published: (2025)
by: Balakrishnan, Sivaraman, et al.
Published: (2025)
Statistical and Computational Efficiency for Smooth Tensor Estimation with Unknown Permutations
by: Lee, Chanwoo, et al.
Published: (2021)
by: Lee, Chanwoo, et al.
Published: (2021)
Model-Free Assessment of Simulator Fidelity via Quantile Curves
by: Iyengar, Garud, et al.
Published: (2025)
by: Iyengar, Garud, et al.
Published: (2025)
Similar Items
-
High-Dimensional Search, Low-Dimensional Solution: Decoupling Optimization from Representation
by: Kalyoncuoglu, Yusuf, et al.
Published: (2025) -
Interpretable Tabular Foundation Models via In-Context Kernel Regression
by: Miftachov, Ratmir, et al.
Published: (2026) -
Counterfactual Density Effects and the German East--West Income Gap
by: Keilbar, Georg, et al.
Published: (2026) -
EarlyStopping: Implicit Regularization for Iterative Learning Procedures in Python
by: Ziebell, Eric, et al.
Published: (2025) -
Smoothed SGD for quantiles: Bahadur representation and Gaussian approximation
by: Chen, Likai, et al.
Published: (2025)