Marine Collery

According to our database, Marine Collery authored at least 6 papers between 2017 and 2023.

Collaborative distances:

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

2023

Expressive classification rule learning with an emphasis on learning from sequential data. (Apprentissage de règles de classification expressives notamment à partir de données séquentielles).

Marine Collery

PhD thesis, 2023

Neural-based classification rule learning for sequential data.

Marine Collery, Philippe Bonnard, François Fages, Remy Kusters

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022

Differentiable Rule Induction with Learned Relational Features.

Remy Kusters, Yusik Kim, Marine Collery, Christian de Sainte Marie, Shubham Gupta

Proceedings of the 16th International Workshop on Neural-Symbolic Learning and Reasoning as part of the 2nd International Joint Conference on Learning & Reasoning (IJCLR 2022), 2022

Learning Binary Classification Rules for Sequential Data.

Marine Collery, Remy Kusters

Proceedings of the 1st International Workshop on Spatio-Temporal Reasoning and Learning (STRL 2022) co-located with the 31st International Joint Conference on Artificial Intelligence and the 25th European Conference on Artificial Intelligence (IJCAI 2022, 2022

2021

Rule Learning from Time-Dependent Data Applied to Fraud Detection.

Marine Collery

Proceedings of the 15th International Rule Challenge, 7th Industry Track, and 5th Doctoral Consortium @ RuleML+RR 2021 co-located with 17th Reasoning Web Summer School (RW 2021) and 13th DecisionCAMP 2021 as part of Declarative AI 2021, Leuven, Belgium (virtual due to Covid-19 pandemic), 8, 2021

2017

Social talk: making conversation with people and machine.

Emer Gilmartin, Marine Collery, Ketong Su, Yuyun Huang, Christy Elias, Benjamin R. Cowan, Nick Campbell

Proceedings of the 1st ACM SIGCHI International Workshop on Investigating Social Interactions with Artificial Agents, 2017