Manon Verbockhaven

According to our database, Manon Verbockhaven authored at least 6 papers between 2020 and 2025.

Collaborative distances:

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

2025

Growth strategies for arbitrary DAG neural architectures.

Stella Douka, Manon Verbockhaven, Théo Rudkiewicz, Stéphane Rivaud, François P. Landes, Sylvain Chevallier, Guillaume Charpiat

CoRR, January, 2025

Spotting expressivity bottlenecks in neural networks and fixing them by optimal architecture growth. (Sur le manque d'expressivité des réseaux de neurones et leur résolution de manière optimale par accroissement d'architecture).

Manon Verbockhaven

PhD thesis, 2025

2024

Growing Tiny Networks: Spotting Expressivity Bottlenecks and Fixing Them Optimally.

Manon Verbockhaven, Théo Rudkiewicz, Sylvain Chevallier, Guillaume Charpiat

Trans. Mach. Learn. Res., 2024

Growing Tiny Networks: Spotting Expressivity Bottlenecks and Fixing Them Optimally.

Manon Verbockhaven, Sylvain Chevallier, Guillaume Charpiat

CoRR, 2024

2021

ObjectivAIze: Measuring Performance and Biases in Augmented Business Decision Systems.

Thomas Baudel, Manon Verbockhaven, Victoire Cousergue, Guillaume Roy, Rida Laarach

Proceedings of the Human-Computer Interaction - INTERACT 2021 - 18th IFIP TC 13 International Conference, Bari, Italy, August 30, 2021

2020

Addressing Cognitive Biases in Augmented Business Decision Systems.

Thomas Baudel, Manon Verbockhaven, Guillaume Roy, Victoire Cousergue, Rida Laarach

CoRR, 2020