Why is "Shapley value" trending?

Search Interest Perspective

• Fast Shapley Value Approximation Through Machine Learning With Application in Routing Problems - Wiley Online Library
• Introducing ShaTS: A Shapley-Based Method for Time-Series Models - Towards Data Science
• Shapley value-driven superior subset selection algorithm for carbon price interval forecast combination - Nature
• Unlocking the Game: Estimating Games in Möbius Representation for Explanation and High-Order Interaction Detection - The Association for the Advancement of Artificial Intelligence
• An improved machine learning model Shapley value-based to forecast demand for aquatic product supply chain - Frontiers
• Algorithms to estimate Shapley value feature attributions - Nature
• The Anatomy of Out-of-Sample Forecasting Accuracy - Federal Reserve Bank of San Francisco
• Shapley Analysis: A Cautionary Tale - Cato Institute
• AstraZeneca Researchers Explain the Concept and Applications of the Shapley Value in Machine Learning - MarkTechPost
• Online Class-Incremental Continual Learning with Adversarial Shapley Value - The Association for the Advancement of Artificial Intelligence
• A road data assets revenue allocation model based on a modified Shapley value approach considering contribution evaluation - Nature
• If You Like Shapley Then You’ll Love the Core - The Association for the Advancement of Artificial Intelligence
• Data valuation for medical imaging using Shapley value and application to a large-scale chest X-ray dataset - Nature
• HiveMind: Contribution-Guided Online Prompt Optimization of LLM Multi-Agent Systems - The Association for the Advancement of Artificial Intelligence
• Explaining a series of models by propagating Shapley values - Nature
• Explainable Shapley-Based Allocation (Student Abstract) - The Association for the Advancement of Artificial Intelligence
• Calculation of exact Shapley values for explaining support vector machine models using the radial basis function kernel - Nature
• Game of Gradients: Mitigating Irrelevant Clients in Federated Learning - The Association for the Advancement of Artificial Intelligence
• Differences in learning characteristics between support vector machine and random forest models for compound classification revealed by Shapley value analysis - Nature
• Improving the explainability of autoencoder factors for commodities through forecast-based Shapley values - Nature
• Gamson–Shapley Laws: a formal approach to parliamentary coalition formation - Nature
• Quantifying the Value of Data - Stanford HAI
• Responsibility Attribution in Parameterized Markovian Models - The Association for the Advancement of Artificial Intelligence
• Introducing Shapr: Advanced Shapley Value Explanations - Quantum Zeitgeist
• Shap’s partition explainer for language models - Towards Data Science
• New Microbiome Data Separates Colorectal Cancer Into Four Subtypes - Inside Precision Medicine
• Ex-American Express employee leaves India to pursue content creation - MSN
• KernelSHAP can be misleading with correlated predictors - Towards Data Science
• The right way to compute your Shapley Values - Towards Data Science
• The Economist's Toolkit in Transfer Pricing - KPMG