Jonathan Aigrain

ORCID

Publication Activity (10 Years)

Years Active: 2014-2022
Publications (10 Years): 9

Top Venues

Pierre and Marie Curie University, Paris, France (PHD)

Education History

Pierre and Marie Curie University, Paris, France

PHD

Publications

Clara Bove, Jonathan Aigrain, Marie-Jeanne Lesot, Charles Tijus, Marcin Detyniecki
Contextualization and Exploration of Local Feature Importance Explanations to Improve Understanding and Satisfaction of Non-Expert Users. IUI (2022)
Clara Bove, Jonathan Aigrain, Marie-Jeanne Lesot, Charles Tijus, Marcin Detyniecki
Contextualising local explanations for non-expert users: an XAI pricing interface for insurance. IUI Workshops (2021)
Clara Bove, Jonathan Aigrain, Marcin Detyniecki
Building Trust in Artificial Conversational Agents. IUI Workshops (2021)
Vincent Ballet, Xavier Renard, Jonathan Aigrain, Thibault Laugel, Pascal Frossard, Marcin Detyniecki
Imperceptible Adversarial Attacks on Tabular Data. CoRR (2019)
Xavier Renard, Nicolas Woloszko, Jonathan Aigrain, Marcin Detyniecki
Concept Tree: High-Level Representation of Variables for More Interpretable Surrogate Decision Trees. CoRR (2019)
Jonathan Aigrain, Marcin Detyniecki
Detecting Adversarial Examples and Other Misclassifications in Neural Networks by Introspection. CoRR (2019)
Jonathan Aigrain, Michel Spodenkiewicz, Séverine Dubuisson, Marcin Detyniecki, David Cohen, Mohamed Chetouani
Multimodal Stress Detection from Multiple Assessments. IEEE Trans. Affect. Comput. 9 (4) (2018)
Jonathan Aigrain, Arnaud Dapogny, Kevin Bailly, Séverine Dubuisson, Marcin Detyniecki, Mohamed Chetouani
On leveraging crowdsourced data for automatic perceived stress detection. ICMI (2016)
Jonathan Aigrain, Séverine Dubuisson, Marcin Detyniecki, Mohamed Chetouani
Person-specific behavioural features for automatic stress detection. FG (2015)
Elie Bursztein, Jonathan Aigrain, Angelika Moscicki, John C. Mitchell
The End is Nigh: Generic Solving of Text-based CAPTCHAs. WOOT (2014)

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Publication Activity (10 Years)

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Jonathan Aigrain