Copertina

WeShap: Weak Supervision Source Evaluation with Shapley Values

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autori principali:	Guan, Naiqing, Koudas, Nick
Natura:	Preprint
Pubblicazione:	2024
Soggetti:	Machine Learning Computer Science and Game Theory
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

Approximating the Shapley Value without Marginal Contributions
di: Kolpaczki, Patrick, et al.
Pubblicazione: (2023)

Shapley Value Approximation Based on k-Additive Games
di: Pelegrina, Guilherme Dean, et al.
Pubblicazione: (2025)

ShapG: new feature importance method based on the Shapley value
di: Zhao, Chi, et al.
Pubblicazione: (2024)

Causal Analysis of Shapley Values: Conditional vs. Marginal
di: Rozenfeld, Ilya
Pubblicazione: (2024)

DU-Shapley: A Shapley Value Proxy for Efficient Dataset Valuation
di: Garrido-Lucero, Felipe, et al.
Pubblicazione: (2023)

Data Valuation for LLM Fine-Tuning: Efficient Shapley Value Approximation via Language Model Arithmetic
di: Tamine, Mélissa, et al.
Pubblicazione: (2025)

FedSV: Byzantine-Robust Federated Learning via Shapley Value
di: Otmani, Khaoula, et al.
Pubblicazione: (2025)

Dynamic Shapley Computation
di: Yang, Xuan, et al.
Pubblicazione: (2026)

Towards Data Valuation via Asymmetric Data Shapley
di: Zheng, Xi, et al.
Pubblicazione: (2024)

Explaining a probabilistic prediction on the simplex with Shapley compositions
di: Noé, Paul-Gauthier, et al.
Pubblicazione: (2024)

Putting Gale & Shapley to Work: Guaranteeing Stability Through Learning
di: Hosseini, Hadi, et al.
Pubblicazione: (2024)

Shapley-Guided Utility Learning for Effective Graph Inference Data Valuation
di: Chi, Hongliang, et al.
Pubblicazione: (2025)

CHG Shapley: Efficient Data Valuation and Selection towards Trustworthy Machine Learning
di: Cai, Huaiguang
Pubblicazione: (2024)

GroupSegment-SHAP: Shapley Value Explanations with Group-Segment Players for Multivariate Time Series
di: Kim, Jinwoong, et al.
Pubblicazione: (2026)

Temporal-Decay Shapley: A Time-Aware Data Valuation Framework for Time-Series Data
di: Pang, Chuwen, et al.
Pubblicazione: (2026)

Truthfulness Despite Weak Supervision: Evaluating and Training LLMs Using Peer Prediction
di: Qiu, Tianyi Alex, et al.
Pubblicazione: (2026)

Shapley Value on Uncertain Data
di: Jia, Zhuofan, et al.
Pubblicazione: (2026)

Antithetic Sampling for Top-k Shapley Identification
di: Kolpaczki, Patrick, et al.
Pubblicazione: (2025)

ActiveDP: Bridging Active Learning and Data Programming
di: Guan, Naiqing, et al.
Pubblicazione: (2024)

Federated Learning for Data Market: Shapley-UCB for Seller Selection and Incentives
di: Chen, Kongyang, et al.
Pubblicazione: (2024)

Online Learning under Budget and ROI Constraints via Weak Adaptivity
di: Castiglioni, Matteo, et al.
Pubblicazione: (2023)

DPVS-Shapley:Faster and Universal Contribution Evaluation Component in Federated Learning
di: Yin, Ketin, et al.
Pubblicazione: (2024)

Shapley Machine: A Game-Theoretic Framework for N-Agent Ad Hoc Teamwork
di: Wang, Jianhong, et al.
Pubblicazione: (2025)

An Instrumental Value for Data Production and its Application to Data Pricing
di: Ai, Rui, et al.
Pubblicazione: (2024)

Mechanism for Collaborative Federated Learning: Pitfalls of Shapley Values
di: Qi, Meng, et al.
Pubblicazione: (2024)

Heterogeneous Data Game: Characterizing the Model Competition Across Multiple Data Sources
di: Xu, Renzhe, et al.
Pubblicazione: (2025)

Pool Formation in Oceanic Games: Shapley Value and Proportional Sharing
di: Kiayias, Aggelos, et al.
Pubblicazione: (2025)

Online Learning for Uninformed Markov Games: Empirical Nash-Value Regret and Non-Stationarity Adaptation
di: Liu, Junyan, et al.
Pubblicazione: (2026)

Local Shapley: Model-Induced Locality and Optimal Reuse in Data Valuation
di: Yang, Xuan, et al.
Pubblicazione: (2026)

Counterfactual Explanation of Shapley Value in Data Coalitions
di: Si, Michelle, et al.
Pubblicazione: (2025)

How to Evaluate Behavioral Models
di: d'Eon, Greg, et al.
Pubblicazione: (2023)

Shapley Value-based Approach for Redistributing Revenue of Matchmaking of Private Transactions in Blockchains
di: Rasheed, et al.
Pubblicazione: (2025)

The (Marginal) Value of a Search Ad: An Online Causal Framework for Repeated Second-price Auctions
di: Wen, Yuxiao, et al.
Pubblicazione: (2026)

Value Approximation for Two-Player General-Sum Differential Games with State Constraints
di: Zhang, Lei, et al.
Pubblicazione: (2023)

Fair Indivisible Payoffs through Shapley Value
di: Czarnecki, Mikołaj, et al.
Pubblicazione: (2025)

Evaluating LLMs in Open-Source Games
di: Sistla, Swadesh, et al.
Pubblicazione: (2025)

Joint Value Estimation and Bidding in Repeated First-Price Auctions
di: Wen, Yuxiao, et al.
Pubblicazione: (2025)

CAMs as Shapley Value-based Explainers
di: Cai, Huaiguang
Pubblicazione: (2025)

Rethinking Data Value: Asymmetric Data Shapley for Structure-Aware Valuation in Data Markets and Machine Learning Pipelines
di: Zheng, Xi, et al.
Pubblicazione: (2025)

Trustworthy Machine Learning under Social and Adversarial Data Sources
di: Shao, Han
Pubblicazione: (2024)