13 citations
- Centre de Mathématiques Appliquées de l'École polytechniqueFR1 paper
- École PolytechniqueFR1 paper
- Institut national de recherche en sciences et technologies du numériqueFR1 paper
- New York UniversityUS1 paper
- Nippon Soda (Japan)JP1 paper
- PREMEDICAL: Médecine de précision par intégration de données et inférence causaleFR1 paper
- University of North Carolina at Chapel HillUS1 paper
3 papers
stat.ML2023★ 13 cited
Multidimensional Item Response Theory in the Style of Collaborative Filtering
Yoav Bergner, Peter F. Halpin, Jill-Jênn Vie
This paper presents a machine learning approach to multidimensional item response theory (MIRT), a class of latent factor models that can be used to model and predict student perfo…
cs.LG2022★ 5 cited
Beyond calibration: estimating the grouping loss of modern neural networks
Alexandre Perez-Lebel, Marine Le Morvan, Gaël Varoquaux
The ability to ensure that a classifier gives reliable confidence scores is essential to ensure informed decision-making. To this end, recent work has focused on miscalibration, i.…
stat.ME2022★ 2 cited
Reweighting the RCT for generalization: finite sample error and variable selection
Bénédicte Colnet, Julie Josse, Gaël Varoquaux +1
Randomized Controlled Trials (RCTs) may suffer from limited scope. In particular, samples may be unrepresentative: some RCTs over- or under- sample individuals with certain charact…