Nicolas Atienza

According to our database, Nicolas Atienza authored at least 3 papers between 2024 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of three.

2025

Provably Safeguarding a Classifier from OOD and Adversarial Samples: an Extreme Value Theory Approach.

Nicolas Atienza, Christophe Labreuche, Johanne Cohen, Michèle Sebag

CoRR, January, 2025

Provably Safeguarding a Classifier from OOD and Adversarial Samples.

Nicolas Atienza, Johanne Cohen, Christophe Labreuche, Michèle Sebag

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

Cutting the Black Box: Conceptual Interpretation of a Deep Neural Net with Multi-Modal Embeddings and Multi-Criteria Decision Aid.

Nicolas Atienza, Roman Bresson, Cyriaque Rousselot, Philippe Caillou, Johanne Cohen, Christophe Labreuche, Michèle Sebag

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024