Yann Pequignot
6
Documents
Publications
Publications
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Partial Order in Chaos: Consensus on Feature Attributions in the Rashomon SetJournal of Machine Learning Research, 2023, 24 |
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How to certify machine learning based safety-critical systems? A systematic literature reviewAutomated Software Engineering, 2022, 29 (2), pp.38. ⟨10.1007/s10515-022-00337-x⟩ |
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Robust Fine-Tuning from Non-Robust Pretrained Models: Mitigating Suboptimal Transfer With Epsilon-SchedulingNeurIPS 2025 Workshop Reliable ML, Dec 2025, San Diego, United States |
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Detecting Brittle Decisions for Free: Leveraging Margin Consistency in Deep Robust ClassifiersNeurIPS 2024 - Thirty-eighth Annual Conference on Neural Information Processing Systems, Dec 2024, Vancouver (CA), Canada |
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Understanding Interventional TreeSHAP : How and Why it Works2023 |
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Out-of-distribution detection for regression tasks: parameter versus predictor entropy2023 |
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