Publications

Nikita Lagrange, Hervé Isambert (2025). An Efficient Search-and-Score Algorithm for Ancestral Graphs using Multivariate Information Scores for Complex Non-linear and Categorical Data. Forty-second International Conference on Machine Learning (ICML 2025).

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Pacôme Delva, Paola Costa Cornejo, Nikita Lagrange, Laëtitia Pereira (2025). Hybridation et pédagogie par projet : retour d’expérience. Colloque “Questions de Pédagogies dans l’Enseignement Supérieur” (QPES2025).

Nadir Sella, Florent Guinot, Nikita Lagrange, Laurent-Philippe Albou, Jonathan Desponds, Hervé Isambert (2025). Preserving information while respecting privacy through an information theoretic framework for synthetic health data generation. npj Digital Medicine.

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Franck Simon, Maria Colomba Comes, Tiziana Tocci, Louise Dupuis, Vincent Cabeli, Nikita Lagrange, Arianna Mencattini, Maria Carla Parrini, Eugenio Martinelli, Hervé Isambert (2025). CausalXtract, a flexible pipeline to extract causal effects from live-cell time-lapse imaging data. eLife.

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Nikita Lagrange, Hervé Isambert (2024). An efficient search-and-score algorithm for ancestral graphs using multivariate information scores. arXiv.

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