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Efficient Sampling Approaches to Shapley Value Approximation
11 references·0 citing·45 second hop
Efficient Sampling Approaches to Shapley Value Approximation (2023)Efficient Sampling Approaches to Shapley …Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence (2021)Proceedings of the Thirtieth …Towards Model-based Pricing for Machine Learning in a Data Marketplace (2019)Towards Model-based Pricing f…A Marketplace for Data (2019)A Marketplace for DataImproving polynomial estimation of the Shapley value by stratified random sampling with optimum allocation (2017)Improving polynomial estimati…Financial ratios and corporate governance indicators in bankruptcy prediction: A comprehensive study (2016)Financial ratios and corporat…Cooperative game theoretic centrality analysis of terrorist networks: The cases of Jemaah Islamiyah and Al Qaeda (2013)Cooperative game theoretic ce…Bounding the Estimation Error of Sampling-based Shapley Value Approximation (2013)Bounding the Estimation Error…Polynomial calculation of the Shapley value based on sampling (2008)Polynomial calculation of the…On the Complexity of Cooperative Solution Concepts (1994)On the Complexity of Cooperat…Aircraft Landing Fees: A Game Theory Approach (1977)Aircraft Landing Fees: A Game…On cost allocation for a spanning tree: A game theoretic approach (1976)On cost allocation for a span…Contributions to the theory of games. (1960)The Nucleolus of a Characteristic Function Game (1969)Computational Complexity of the Game Theory Approach to Cost Allocation for a Tree (1978)Game Theory and Cost Allocation Problems (1986)Operations research games: A survey (2001)Cost-Benefit Analysis (2020)A Simple Expression for the Shapley Value in a Special Case (1973)Computational Aspects of Cooperative Game Theory (2012)Game Theory (2013)Cores of convex games (1971)Algorithms, games, and the internet (2001)Multiagent systems: algorithmic, game-theoretic, and logical foundations (2009)17. A Value for n-Person Games (1953)A value for n -person games (1988)Coalitional game theory for communication networks (2009)Attributing Systemic Risk to Individual Institutions (2010)The Shapley Value in Machine Learning (2022)The 9/11 Commission Report: Final Report of the National Commission on Terrorist Attacks Upon the United States (2004)FINANCIAL RATIOS, DISCRIMINANT ANALYSIS AND THE PREDICTION OF CORPORATE BANKRUPTCY (1968)Financial Ratios and the Probabilistic Prediction of Bankruptcy (1980)Corporate Ownership Around the World (1999)Bankruptcy prediction for SMEs using transactional data and two-stage multiobjective feature selection (2020)CatBoost model and artificial intelligence techniques for corporate failure prediction (2021)Financial applications of machine learning: A literature review (2023)VERSIONING: THE SMART WAY TO SELL INFORMATION (1998)Data Management Challenges in Production Machine Learning (2017)Principles of Microeconomics (2017)Online Pricing with Reserve Price Constraint for Personal Data Markets (2020)Data Boundary and Data Pricing Based on the Shapley Value (2022)Data pricing in machine learning pipelines (2022)Optimal Auction Design (1981)Chicken & Egg: Competition among Intermediation Service Providers (2003)Platform Competition in Two-Sided Markets (2003)A Survey on Data Pricing: From Economics to Data Science (2020)Forecasting: theory and practice (2022)Too Much Data: Prices and Inefficiencies in Data Markets (2022)Equilibrium points in polymatrix games (1968)Equilibria of Polymatrix Games (1972)Hedonic Coalitions: Optimality and Stability (1980)Data augmentation for univariate time series forecasting with neural networks (2022)Attention based adaptive spatial–temporal hypergraph convolutional networks for stock price trend prediction (2023)Attention-based dynamic multilayer graph neural networks for loan default prediction (2024)Supply Chain Fair Profit Allocation Based on Risk and Value Added for Sugarcane Agro-industry (2020)Multi-robot task allocation clustering based on game theory (2022)Applying a modified technology acceptance model to explain higher education students’ usage of ChatGPT: A serial multiple mediation model with knowledge sharing as a moderator (2023)
this work references cited by second hop

References

  • 1994On the Complexity of Cooperative Solution Concepts635 cited
  • 2008Polynomial calculation of the Shapley value based on sampling601 cited
  • 2016Financial ratios and corporate governance indicators in bankruptcy prediction: A comprehensive study399 cited
  • 2021Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence370 cited
  • 1976On cost allocation for a spanning tree: A game theoretic approach347 cited
  • 1977Aircraft Landing Fees: A Game Theory Approach237 cited
  • 2019A Marketplace for Data213 cited
  • 2019Towards Model-based Pricing for Machine Learning in a Data Marketplace130 cited
  • 2017Improving polynomial estimation of the Shapley value by stratified random sampling with optimum allocation100 cited
  • 2013Cooperative game theoretic centrality analysis of terrorist networks: The cases of Jemaah Islamiyah and Al Qaeda97 cited
  • 2013Bounding the Estimation Error of Sampling-based Shapley Value Approximation62 cited

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