Daan Roos

According to our database, Daan Roos authored at least 4 papers between 2022 and 2026.

Collaborative distances:

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

2026

Categorical Flow Maps.

Daan Roos, Oscar Davis, Floor Eijkelboom, Michael M. Bronstein, Max Welling, Ismail Ilkan Ceylan, Luca Ambrogioni, Jan-Willem van de Meent

CoRR, February, 2026

Improving Local Explainability By Learning Causal Graphs From Data.

Daan Roos, Sebastian Gerwinn, Jan-Willem van de Meent, Sara Magliacane

Trans. Mach. Learn. Res., 2026

2023

Deterministic training of generative autoencoders using invertible layers.

Gianluigi Silvestri, Daan Roos, Luca Ambrogioni

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022

Closing the gap: Exact maximum likelihood training of generative autoencoders using invertible layers.

Gianluigi Silvestri, Daan Roos, Luca Ambrogioni

CoRR, 2022