Jean-Baptiste Excoffier

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 11

Top Topics

Coalitional Games

Optimization Methods

Data Exploration

Top Venues

Publications

Lisa Adams, Felix Busch, Tianyu Han, Jean-Baptiste Excoffier, Matthieu Ortala, Alexander Löser, Hugo JWL. Aerts, Jakob Nikolas Kather, Daniel Truhn, Keno K. Bressem
LongHealth: A Question Answering Benchmark with Long Clinical Documents. CoRR (2024)
Jean-Baptiste Excoffier, Tom Roehr, Alexei Figueroa, Jens-Michalis Papaioannou, Keno K. Bressem, Matthieu Ortala
Generalist embedding models are better at short-context clinical semantic search than specialized embedding models. CoRR (2024)
Elodie Escriva, Julien Aligon, Jean-Baptiste Excoffier, Paul Monsarrat, Chantal Soulé-Dupuy
How to Make the Most of Local Explanations: Effective Clustering Based on Influences. ADBIS (2023)
Emmanuel Doumard, Julien Aligon, Elodie Escriva, Jean-Baptiste Excoffier, Paul Monsarrat, Chantal Soulé-Dupuy
A quantitative approach for the comparison of additive local explanation methods. Inf. Syst. 114 (2023)
Elodie Escriva, Emmanuel Doumard, Jean-Baptiste Excoffier, Julien Aligon, Paul Monsarrat, Chantal Soulé-Dupuy
Data Exploration Based on Local Attribution Explanation: A Medical Use Case. ADBIS (Short Papers) (2023)
Jean-Baptiste Excoffier, Noémie Salaün-Penquer, Matthieu Ortala, Mathilde Raphaël-Rousseau, Christos Chouaid, Camille Jung
Analysis of COVID-19 inpatients in France during first lockdown of 2020 using explainability methods. Medical Biol. Eng. Comput. 60 (6) (2022)
Jean-Baptiste Excoffier, Elodie Escriva, Julien Aligon, Matthieu Ortala
Local Explanation-Based Method for Healthcare Risk Stratification. MIE (2022)
Emmanuel Doumard, Julien Aligon, Elodie Escriva, Jean-Baptiste Excoffier, Paul Monsarrat, Chantal Soulé-Dupuy
A Comparative Study of Additive Local Explanation Methods based on Feature Influences. DOLAP (2022)
Gabriel Ferrettini, Elodie Escriva, Julien Aligon, Jean-Baptiste Excoffier, Chantal Soulé-Dupuy
Coalitional Strategies for Efficient Individual Prediction Explanation. Inf. Syst. Frontiers 24 (1) (2022)
Elodie Escriva, Gabriel Ferrettini, Julien Aligon, Jean-Baptiste Excoffier, Chantal Soulé-Dupuy
Stratégies coalitionnelles pour une explication efficace des prédictions individuelles. EGC (2022)
Gabriel Ferrettini, Elodie Escriva, Julien Aligon, Jean-Baptiste Excoffier, Chantal Soulé-Dupuy
Coalitional strategies for efficient individual prediction explanation. CoRR (2021)