https://cs2026.sciencesconf.org
At the occasion of the 2026 edition of the Curves and Surfaces conference, held in the nice city of St-Malo, I am organizing a minisymposium on Mathematical aspects of deep learning.
Speakers:
- Laura Balzano, Hardware-Aware Structured Attention with Monarch Matrices
- Etienne Boursier, Incremental Learning in two-layer ReLU networks
- Claire Boyer, Attention-based clustering,
- Kathlén Kohn, Algebraic Neural Networks: Identifiability, Singularities, Critical Points
- François Malgouyres, Geometry-induced Regularization in Deep ReLU Neural Networks
- Holger Rauhut, The implicit bias phenomenon in deep learning