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.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…
cs.CR2024★ 1 cited
Nebula: Efficient, Private and Accurate Histogram Estimation
Ali Shahin Shamsabadi, Peter Snyder, Ralph Giles +2
We present \textit{Nebula}, a system for differentially private histogram estimation on data distributed among clients. \textit{Nebula} allows clients to independently decide wheth…