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Disambiguation of "Boulesteix, Anne-Laure"

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Hyperparameter Optimization: Foundations, Algorithms, Best Practices and Open Challenges.

, , , , , , , , , , , and . CoRR, (2021)

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Anne-Laure Boulesteix

Anne-Laure Isabeau Boulesteix

Anne-Laure Gay

Anne-Laure Perraud

Anne-Laure Hentz

 

Other publications of authors with the same name

Tunability: Importance of Hyperparameters of Machine Learning Algorithms., , and . J. Mach. Learn. Res., (2019)A computationally fast variable importance test for random forests for high-dimensional data., , and . Adv. Data Anal. Classif., 12 (4): 885-915 (2018)On representative and illustrative comparisons with real data in bioinformatics: response to the letter to the editor by Smith et al... Bioinform., 29 (20): 2664-2666 (2013)Over-optimism in bioinformatics: an illustration., , , , and . Bioinform., 26 (16): 1990-1998 (2010)Unbiased split selection for classification trees based on the Gini Index., , and . Comput. Stat. Data Anal., 52 (1): 483-501 (2007)Large-scale benchmark study of survival prediction methods using multi-omics data., , , , and . Briefings Bioinform., (2021)Over-optimism in bioinformatics research.. Bioinform., 26 (3): 437-439 (2010)IPF-LASSO: Integrative L1-Penalized Regression with Penalty Factors for Prediction Based on Multi-Omics Data., , , and . Comput. Math. Methods Medicine, (2017)Over-optimistic evaluation and reporting of novel cluster algorithms: an illustrative study., , , , and . Adv. Data Anal. Classif., 17 (1): 211-238 (March 2023)Understanding random forests and overfitting: a visualization and simulation study., , , , and . CoRR, (2024)