Hervé Isambert

19 papers A* 2A 1Journal 15Unranked 1
YearRankTypeTitle / Venue / Authors
2025 A* conf
An Efficient Search-and-Score Algorithm for Ancestral Graphs using Multivariate Information Scores for Complex Non-linear and Categorical Data.
ICML
Nikita Lagrange, Hervé Isambert
2025 J jnl
Preserving information while respecting privacy through an information theoretic framework for synthetic health data generation.
npj Digit. Medicine
Nadir Sella, Florent Guinot, Nikita Lagrange, Laurent-Philippe Albou, Jonathan Desponds, Hervé Isambert
2024 J jnl
An efficient search-and-score algorithm for ancestral graphs using multivariate information scores.
CoRR
Nikita Lagrange, Hervé Isambert
2023 J jnl
Learning interpretable causal networks from very large datasets, application to 400, 000 medical records of breast cancer patients.
CoRR
Marcel da Câmara Ribeiro-Dantas, Honghao Li, Vincent Cabeli, Louise Dupuis, Franck Simon, Liza Hettal, Anne-Sophie Hamy, Hervé Isambert
2022 J jnl
Interactive exploration of a global clinical network from a large breast cancer cohort.
npj Digit. Medicine
Nadir Sella, Anne-Sophie Hamy, Vincent Cabeli, Lauren Darrigues, Marick Laé, Fabien Reyal, Hervé Isambert
2021 J jnl
NeuriTES. Monitoring neurite changes through transfer entropy and semantic segmentation in bright-field time-lapse microscopy.
Patterns
Arianna Mencattini, Alida Spalloni, Paola Casti, Maria Colomba Comes, Davide Di Giuseppe, Gianni Antonelli, Michele D'Orazio, Joanna Filippi, Francesca Corsi, Hervé Isambert, Corrado Di Natale, Patrizia Longone, Eugenio Martinelli
2020 J jnl
Learning clinical networks from medical records based on information estimates in mixed-type data.
PLoS Comput. Biol.
Vincent Cabeli, Louis Verny, Nadir Sella, Guido Uguzzoni, Marc Verny, Hervé Isambert
2020 J jnl
OHNOLOGS v2: a comprehensive resource for the genes retained from whole genome duplication in vertebrates.
Nucleic Acids Res.
Param Priya Singh, Hervé Isambert
2019 A* conf
Constraint-based Causal Structure Learning with Consistent Separating Sets.
NeurIPS
Honghao Li, Vincent Cabeli, Nadir Sella, Hervé Isambert
2018 J jnl
MIIC online: a web server to reconstruct causal or non-causal networks from non-perturbative data.
Bioinform.
Nadir Sella, Louis Verny, Guido Uguzzoni, Séverine Affeldt, Hervé Isambert
2017 J jnl
Learning causal networks with latent variables from multivariate information in genomic data.
PLoS Comput. Biol.
Louis Verny, Nadir Sella, Séverine Affeldt, Param Priya Singh, Hervé Isambert
2016 J jnl
3off2: A network reconstruction algorithm based on 2-point and 3-point information statistics.
BMC Bioinform.
Séverine Affeldt, Louis Verny, Hervé Isambert
2015 J jnl
Identification of Ohnolog Genes Originating from Whole Genome Duplication in Early Vertebrates, Based on Synteny Comparison across Multiple Genomes.
PLoS Comput. Biol.
Param Priya Singh, Jatin Arora, Hervé Isambert
2015 — conf
Robust Reconstruction of Causal Graphical Models based on Conditional 2-point and 3-point Information.
ACI@UAI
Séverine Affeldt, Hervé Isambert
2015 A conf
Robust reconstruction of causal graphical models based on conditional 2-point and 3-point information.
UAI
Séverine Affeldt, Hervé Isambert
2014 J jnl
Human Dominant Disease Genes Are Enriched in Paralogs Originating from Whole Genome Duplication.
PLoS Comput. Biol.
Param Priya Singh, Séverine Affeldt, Giulia Malaguti, Hervé Isambert
2014 J jnl
On the expansion of "dangerous" gene families in vertebrates.
BMC Bioinform.
Séverine Affeldt, Param Priya Singh, Giulia Malaguti, Hervé Isambert
2007 J jnl
Modeling protein network evolution under genome duplication and domain shuffling.
BMC Syst. Biol.
Kirill Evlampiev, Hervé Isambert
2005 J jnl
Kinefold web server for RNA/DNA folding path and structure prediction including pseudoknots and knots.
Nucleic Acids Res.
Alain Xayaphoummine, T. Bucher, Hervé Isambert