Projects funded by the NCN
Local Causal Explainability of Machine Learning Models: Game-Theoretic Methods for Reliable Feature Attribution
2025/57/N/ST6/03567
Keywords:
Feature attribution Explainable AI Game theory Causal inference Causal discovery Local explanations Machine learning interpretability
Descriptors:
- ST6_11:
Panel:
ST6 - Computer science and informatics: informatics and information systems, computer science, scientific computing, intelligent systems
Host institution :
Politechnika Poznańska
woj. wielkopolskie
Principal investigator (from the host institution):
Number of co-investigators in the project: 2
Call: PRELUDIUM 24 - announced on 2025-03-17
Amount awarded: 196 786 PLN
Project start date (Y-m-d): 2026-02-02
Project end date (Y-m-d): 2029-02-01
Project duration:: 36 months (the same as in the proposal)
Project status: Pending project
Project description
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