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Statistically Valid Variable Importance Assessment through Conditional Permutations

• Authors : Chamma, Ahmad; Engemann, Denis; Thirion, Bertrand ...

Subjects: Variable importance; Interpretability and explainability; Machine LearningNew Orleans (Louisiana); United States

• Source: NeurIPS 2023 - 37th Conference on Neural Information Processing Systems ; https://hal.science/hal-04334161 ; NeurIPS 2023 - 37th Conference on Neural Information Processing Systems, Dec 2023, New

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Statistically Valid Variable Importance Assessment through Conditional Permutations

• Authors : Chamma, Ahmad; Engemann, Denis; Thirion, Bertrand ...

Subjects: Variable importance; Interpretability and explainability; Machine LearningNew Orleans (Louisiana); United States

• Source: NeurIPS 2023 - 37th Conference on Neural Information Processing Systems ; https://hal.science/hal-04334161 ; NeurIPS 2023 - 37th Conference on Neural Information Processing Systems, Dec 2023, New

Record details

Statistically Valid Variable Importance Assessment through Conditional Permutations

• Authors : Chamma, Ahmad; Engemann, Denis; Thirion, Bertrand ...

Subjects: Variable importance; Interpretability and explainability; Machine LearningNew Orleans (Louisiana); United States

• Source: NeurIPS 2023 - 37th Conference on Neural Information Processing Systems ; https://hal.science/hal-04334161 ; NeurIPS 2023 - 37th Conference on Neural Information Processing Systems, Dec 2023, New

Record details

A Holistic Approach to Unifying Automatic Concept Extraction and Concept Importance Estimation

• Authors : Fel, Thomas; Boutin, Victor; Moayeri, Mazda ...

Subjects: Explainability; XAI; Deep learningNew Orleans (Louisiana); United States

• Source: Conference on Neural Information Processing Systems (NeurIPS), 2023 ; https://hal.science/hal-04391647 ; Conference on Neural Information Processing Systems (NeurIPS), 2023, Dec 2023, New Orleans

Record details

Statistically Valid Variable Importance Assessment through Conditional Permutations

• Authors : Chamma, Ahmad; Engemann, Denis; Thirion, Bertrand ...

Subjects: Variable importance; Interpretability and explainability; Machine LearningNew Orleans (Louisiana); United States

• Source: NeurIPS 2023 - 37th Conference on Neural Information Processing Systems ; https://hal.science/hal-04334161 ; NeurIPS 2023 - 37th Conference on Neural Information Processing Systems, Dec 2023, New

Record details

A Holistic Approach to Unifying Automatic Concept Extraction and Concept Importance Estimation

• Authors : Fel, Thomas; Boutin, Victor; Moayeri, Mazda ...

Subjects: Explainability; XAI; Deep learningNew Orleans (Louisiana); United States

• Source: Conference on Neural Information Processing Systems (NeurIPS), 2023 ; https://hal.science/hal-04391647 ; Conference on Neural Information Processing Systems (NeurIPS), 2023, Dec 2023, New Orleans

Record details

Statistically Valid Variable Importance Assessment through Conditional Permutations

• Authors : Chamma, Ahmad; Engemann, Denis; Thirion, Bertrand ...

Subjects: Variable importance; Interpretability and explainability; Machine LearningNew Orleans (Louisiana); United States

• Source: NeurIPS 2023 - 37th Conference on Neural Information Processing Systems ; https://hal.science/hal-04334161 ; NeurIPS 2023 - 37th Conference on Neural Information Processing Systems, Dec 2023, New

Record details

Automated detection and delineation of lymph nodes in haematoxylin & eosin stained digitised slides.

• Authors : Beuque, M; Magee, DR; Chatterjee, A ...

Subjects: AUC; area under the curve; AutodelineationUnited States

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Contextualising local explanations for non-expert users: an XAI pricing interface for insurance

• Authors : Bove, Clara; Aigrain, Jonathan; Lesot, Marie-Jeanne ...

Subjects: Artificial Intelligence; Trust; Human Computer InteractionCollege Station; United States

• Source: Joint Proceedings of the ACM IUI 2021 Workshops co-located with 26th ACM Conference on Intelligent User Interfaces (ACM IUI 2021) ; Joint Proceedings of the ACM IUI 2021 Workshops ;

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Contextualising local explanations for non-expert users: an XAI pricing interface for insurance

• Authors : Bove, Clara; Aigrain, Jonathan; Lesot, Marie-Jeanne ...

Subjects: Artificial Intelligence; Trust; Human Computer InteractionCollege Station; United States

• Source: Joint Proceedings of the ACM IUI 2021 Workshops co-located with 26th ACM Conference on Intelligent User Interfaces (ACM IUI 2021) ; Joint Proceedings of the ACM IUI 2021 Workshops ;

Record details