Jonathan Aigrain

According to our database, Jonathan Aigrain authored at least 11 papers between 2014 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

Contextualization and Exploration of Local Feature Importance Explanations to Improve Understanding and Satisfaction of Non-Expert Users.

Clara Bove, Jonathan Aigrain, Marie-Jeanne Lesot, Charles Tijus, Marcin Detyniecki

Proceedings of the IUI 2022: 27th International Conference on Intelligent User Interfaces, Helsinki, Finland, March 22, 2022

2021

Contextualising local explanations for non-expert users: an XAI pricing interface for insurance.

Clara Bove, Jonathan Aigrain, Marie-Jeanne Lesot, Charles Tijus, Marcin Detyniecki

Proceedings of the Joint Proceedings of the ACM IUI 2021 Workshops co-located with 26th ACM Conference on Intelligent User Interfaces (ACM IUI 2021), 2021

Building Trust in Artificial Conversational Agents.

Clara Bove, Jonathan Aigrain, Marcin Detyniecki

Proceedings of the Joint Proceedings of the ACM IUI 2021 Workshops co-located with 26th ACM Conference on Intelligent User Interfaces (ACM IUI 2021), 2021

2019

Imperceptible Adversarial Attacks on Tabular Data.

Vincent Ballet, Xavier Renard, Jonathan Aigrain, Thibault Laugel, Pascal Frossard, Marcin Detyniecki

CoRR, 2019

Concept Tree: High-Level Representation of Variables for More Interpretable Surrogate Decision Trees.

Xavier Renard, Nicolas Woloszko, Jonathan Aigrain, Marcin Detyniecki

CoRR, 2019

Detecting Adversarial Examples and Other Misclassifications in Neural Networks by Introspection.

Jonathan Aigrain, Marcin Detyniecki

CoRR, 2019

2018

Multimodal Stress Detection from Multiple Assessments.

Jonathan Aigrain, Michel Spodenkiewicz, Séverine Dubuisson, Marcin Detyniecki, David Cohen, Mohamed Chetouani

IEEE Trans. Affect. Comput., 2018

2016

Multimodal detection of stress : evaluation of the impact of several assessment strategies. (Détection multimodale du stress : évaluation de l'impact de plusieurs stratégies de mesure).

Jonathan Aigrain

PhD thesis, 2016

On leveraging crowdsourced data for automatic perceived stress detection.

Jonathan Aigrain, Arnaud Dapogny, Kevin Bailly, Séverine Dubuisson, Marcin Detyniecki, Mohamed Chetouani

Proceedings of the 18th ACM International Conference on Multimodal Interaction, 2016

2015

Person-specific behavioural features for automatic stress detection.

Jonathan Aigrain, Séverine Dubuisson, Marcin Detyniecki, Mohamed Chetouani

Proceedings of the 11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2015

2014

The End is Nigh: Generic Solving of Text-based CAPTCHAs.

Elie Bursztein, Jonathan Aigrain, Angelika Moscicki, John C. Mitchell

Proceedings of the 8th USENIX Workshop on Offensive Technologies, 2014