7 citations
- Institut Universitaire de Recherche CliniqueFR3 papers
- Université de MontpellierFR3 papers
- Institut national de recherche en sciences et technologies du numériqueFR2 papers
- Biochimie des Protéines MembranairesFR1 paper
- Centre de Recherche Jean Pierre AubertFR1 paper
- Centre Hospitalier Universitaire de LilleFR1 paper
- Centre Hospitalier Universitaire de MontpellierFR1 paper
- Centre National de la Recherche ScientifiqueFR1 paper
- Centre Oscar LambretFR1 paper
- Harvard UniversityUS1 paper
- Imperial College LondonGB1 paper
- InsermFR1 paper
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stat.ML2025
When Pattern-by-Pattern Works: Theoretical and Empirical Insights for Logistic Models with Missing Values
Christophe Muller, Erwan Scornet, Julie Josse
Predicting with missing inputs challenges even parametric models, as parameter estimation alone is insufficient for prediction on incomplete data. While several works study predict…
stat.ML2025
Optimal Transport with Heterogeneously Missing Data
Linus Bleistein, Aurélien Bellet, Julie Josse
We consider the problem of solving the optimal transport problem between two empirical distributions with missing values. Our main assumption is that the data is missing completely…
stat.ML2024★ 2 cited
Federated Causal Inference: Multi-Study ATE Estimation beyond Meta-Analysis
Rémi Khellaf, Aurélien Bellet, Julie Josse
We study Federated Causal Inference, an approach to estimate treatment effects from decentralized data across centers. We compare three classes of Average Treatment Effect (ATE) es…