30 citations
- Centre National de la Recherche ScientifiqueFR10 papers
- Université Paris-SaclayFR10 papers
- École Normale Supérieure - PSLFR4 papers
- Université Paris CitéFR4 papers
- École Normale Supérieure Paris-SaclayFR3 papers
- Inner Mongolia UniversityCN3 papers
- CEA Paris-SaclayFR2 papers
- École Polytechnique Fédérale de LausanneCH2 papers
- Laboratoire de Biologie et Pharmacologie AppliquéeFR2 papers
- Laboratoire Interdisciplinaire des Sciences du NumériqueFR2 papers
- Laboratoire Pluridisciplinaire de Recherche en Ingénierie des Systèmes, Mécanique et EnergétiqueFR2 papers
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Showing 2022 · cs.LGShow all
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cs.LG2022
To tree or not to tree? Assessing the impact of smoothing the decision boundaries
Anthea Mérida, Argyris Kalogeratos, Mathilde Mougeot
When analyzing a dataset, it can be useful to assess how smooth the decision boundaries need to be for a model to better fit the data. This paper addresses this question by proposi…
cs.LG2022
Fast and Accurate Importance Weighting for Correcting Sample Bias
Antoine de Mathelin, Francois Deheeger, Mathilde Mougeot +1
Bias in datasets can be very detrimental for appropriate statistical estimation. In response to this problem, importance weighting methods have been developed to match any biased d…