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MCIR: A Feature Dependence-Aware Explainability Method with Reliability Guarantees

Poushali Sengupta, Sabita Maharjan, Frank Eliassen, Shashi Raj Pandey, Yan Zhang

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First public release: 2026-10 · Indexed by Pub-AI: 2026-10-25 UTC

journalTransactions on Machine Learning Research2026

MCIR: A Feature Dependence-Aware Explainability Method with Reliability Guarantees

Poushali Sengupta, Sabita Maharjan, Frank Eliassen, Shashi Raj Pandey, Yan Zhang

Published online: 2026-10 · Original record ↗ · Code linked ↗

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    Source date: 2026-10 · First detected: 2026-10-25 UTC · Historical baseline

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