DU-Shapley: A Shapley Value Proxy for Efficient Dataset Valuation
Fuente:
arXiv
Saved in:
| Main Authors: | Garrido-Lucero, Felipe, Heymann, Benjamin, Vono, Maxime, Loiseau, Patrick, Perchet, Vianney |
|---|---|
| Format: | Preprint |
| Published: |
2023
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
On the Impact of the Utility in Semivalue-based Data Valuation
by: Tamine, Mélissa, et al.
Published: (2025)
by: Tamine, Mélissa, et al.
Published: (2025)
Data Valuation for LLM Fine-Tuning: Efficient Shapley Value Approximation via Language Model Arithmetic
by: Tamine, Mélissa, et al.
Published: (2025)
by: Tamine, Mélissa, et al.
Published: (2025)
The Price of Opportunity Fairness in Matroid Allocation Problems
by: Castera, Rémi, et al.
Published: (2024)
by: Castera, Rémi, et al.
Published: (2024)
Fair Indivisible Payoffs through Shapley Value
by: Czarnecki, Mikołaj, et al.
Published: (2025)
by: Czarnecki, Mikołaj, et al.
Published: (2025)
A Ratio-Based Shapley Value for Collaborative Machine Learning - Extended Version
by: Filter, Björn, et al.
Published: (2025)
by: Filter, Björn, et al.
Published: (2025)
Fairness Analysis with Shapley-Owen Effects
by: Ruess, Harald
Published: (2024)
by: Ruess, Harald
Published: (2024)
Local Shapley: Model-Induced Locality and Optimal Reuse in Data Valuation
by: Yang, Xuan, et al.
Published: (2026)
by: Yang, Xuan, et al.
Published: (2026)
Antithetic Sampling for Top-k Shapley Identification
by: Kolpaczki, Patrick, et al.
Published: (2025)
by: Kolpaczki, Patrick, et al.
Published: (2025)
Adaptive Preference Aggregation
by: Heymann, Benjamin
Published: (2025)
by: Heymann, Benjamin
Published: (2025)
Shapley Value on Uncertain Data
by: Jia, Zhuofan, et al.
Published: (2026)
by: Jia, Zhuofan, et al.
Published: (2026)
Prophet Inequalities: Competing with the Top $\ell$ Items is Easy
by: Molina, Mathieu, et al.
Published: (2024)
by: Molina, Mathieu, et al.
Published: (2024)
GroupSegment-SHAP: Shapley Value Explanations with Group-Segment Players for Multivariate Time Series
by: Kim, Jinwoong, et al.
Published: (2026)
by: Kim, Jinwoong, et al.
Published: (2026)
Two-Sided Matching with Resource-Regional Caps
by: Garrido-Lucero, Felipe, et al.
Published: (2025)
by: Garrido-Lucero, Felipe, et al.
Published: (2025)
Rethinking Data Value: Asymmetric Data Shapley for Structure-Aware Valuation in Data Markets and Machine Learning Pipelines
by: Zheng, Xi, et al.
Published: (2025)
by: Zheng, Xi, et al.
Published: (2025)
Towards Data Valuation via Asymmetric Data Shapley
by: Zheng, Xi, et al.
Published: (2024)
by: Zheng, Xi, et al.
Published: (2024)
Approximating the Shapley Value without Marginal Contributions
by: Kolpaczki, Patrick, et al.
Published: (2023)
by: Kolpaczki, Patrick, et al.
Published: (2023)
CHG Shapley: Efficient Data Valuation and Selection towards Trustworthy Machine Learning
by: Cai, Huaiguang
Published: (2024)
by: Cai, Huaiguang
Published: (2024)
Federated Learning for Data Market: Shapley-UCB for Seller Selection and Incentives
by: Chen, Kongyang, et al.
Published: (2024)
by: Chen, Kongyang, et al.
Published: (2024)
Shapley Value Approximation Based on k-Additive Games
by: Pelegrina, Guilherme Dean, et al.
Published: (2025)
by: Pelegrina, Guilherme Dean, et al.
Published: (2025)
Mechanism for Collaborative Federated Learning: Pitfalls of Shapley Values
by: Qi, Meng, et al.
Published: (2024)
by: Qi, Meng, et al.
Published: (2024)
Calibrated Forecasting and Persuasion
by: Jain, Atulya, et al.
Published: (2024)
by: Jain, Atulya, et al.
Published: (2024)
Comparing Uniform Price and Discriminatory Multi-Unit Auctions through Regret Minimization
by: Potfer, Marius, et al.
Published: (2025)
by: Potfer, Marius, et al.
Published: (2025)
A survey on multi-player bandits
by: Boursier, Etienne, et al.
Published: (2022)
by: Boursier, Etienne, et al.
Published: (2022)
Counterfactual Explanation of Shapley Value in Data Coalitions
by: Si, Michelle, et al.
Published: (2025)
by: Si, Michelle, et al.
Published: (2025)
Pool Formation in Oceanic Games: Shapley Value and Proportional Sharing
by: Kiayias, Aggelos, et al.
Published: (2025)
by: Kiayias, Aggelos, et al.
Published: (2025)
Shapley-Guided Utility Learning for Effective Graph Inference Data Valuation
by: Chi, Hongliang, et al.
Published: (2025)
by: Chi, Hongliang, et al.
Published: (2025)
SVARM-IQ: Efficient Approximation of Any-order Shapley Interactions through Stratification
by: Kolpaczki, Patrick, et al.
Published: (2024)
by: Kolpaczki, Patrick, et al.
Published: (2024)
CAMs as Shapley Value-based Explainers
by: Cai, Huaiguang
Published: (2025)
by: Cai, Huaiguang
Published: (2025)
Shapley Value-based Approach for Redistributing Revenue of Matchmaking of Private Transactions in Blockchains
by: Rasheed, et al.
Published: (2025)
by: Rasheed, et al.
Published: (2025)
DPVS-Shapley:Faster and Universal Contribution Evaluation Component in Federated Learning
by: Yin, Ketin, et al.
Published: (2024)
by: Yin, Ketin, et al.
Published: (2024)
Temporal-Decay Shapley: A Time-Aware Data Valuation Framework for Time-Series Data
by: Pang, Chuwen, et al.
Published: (2026)
by: Pang, Chuwen, et al.
Published: (2026)
WeShap: Weak Supervision Source Evaluation with Shapley Values
by: Guan, Naiqing, et al.
Published: (2024)
by: Guan, Naiqing, et al.
Published: (2024)
Split-Merge Dynamics for Shapley-Fair Coalition Formation
by: Zhu, Quanyan, et al.
Published: (2026)
by: Zhu, Quanyan, et al.
Published: (2026)
Causal Analysis of Shapley Values: Conditional vs. Marginal
by: Rozenfeld, Ilya
Published: (2024)
by: Rozenfeld, Ilya
Published: (2024)
Feature-Based Online Bilateral Trade
by: Gaucher, Solenne, et al.
Published: (2024)
by: Gaucher, Solenne, et al.
Published: (2024)
Strategic Multi-Armed Bandit Problems Under Debt-Free Reporting
by: Yahmed, Ahmed Ben, et al.
Published: (2025)
by: Yahmed, Ahmed Ben, et al.
Published: (2025)
Sequential Elimination and Union Shapley Value for Group Assessment in Coalitional Games
by: Kępczyński, Piotr, et al.
Published: (2025)
by: Kępczyński, Piotr, et al.
Published: (2025)
Linearly representable games and pseudo-polynomial calculation of the Shapley value
by: Illés, Ferenc
Published: (2022)
by: Illés, Ferenc
Published: (2022)
The Shapley value and the strength of weak players in Big Boss games
by: Guardiola, Luis A., et al.
Published: (2025)
by: Guardiola, Luis A., et al.
Published: (2025)
Dynamic Shapley Computation
by: Yang, Xuan, et al.
Published: (2026)
by: Yang, Xuan, et al.
Published: (2026)
Similar Items
-
On the Impact of the Utility in Semivalue-based Data Valuation
by: Tamine, Mélissa, et al.
Published: (2025) -
Data Valuation for LLM Fine-Tuning: Efficient Shapley Value Approximation via Language Model Arithmetic
by: Tamine, Mélissa, et al.
Published: (2025) -
The Price of Opportunity Fairness in Matroid Allocation Problems
by: Castera, Rémi, et al.
Published: (2024) -
Fair Indivisible Payoffs through Shapley Value
by: Czarnecki, Mikołaj, et al.
Published: (2025) -
A Ratio-Based Shapley Value for Collaborative Machine Learning - Extended Version
by: Filter, Björn, et al.
Published: (2025)