Erwan Scornet
9
Documents
Publications
Publications
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What Is a Good Imputation Under MAR Missingness?2025 |
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Trees, forests, and impurity-based variable importance2021 |
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Impact of subsampling and tree depth on random forests2016 |
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On the consistency of supervised learning with missing valuesStatistical Papers, 2024, 65 (9), pp.5447-5479. ⟨10.1007/s00362-024-01550-4⟩ |
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A Random Forest Guided TourTest, 2016 |
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Random forests and kernel methodsIEEE Transactions on Information Theory, 2016 |
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Consistency of random forestsAnnals of Statistics, 2015, 43 (4), pp.1716-1741. ⟨10.1214/15-AOS1321⟩ |
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What's a good imputation to predict with missing values?NeurIPS 2021 - 35th Conference on Neural Information Processing Systems, Dec 2021, Virtual, France. ⟨10.48550/arXiv.2106.00311⟩ |
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NeuMiss networks: differentiable programming for supervised learning with missing valuesNeurIPS 2020 - 34th Conference on Neural Information Processing Systems, Dec 2020, Vancouver / Virtual, Canada |
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