Full Professor, University of Fribourg
3 papers at NeurIPS 2025
We develop a differentiable, invertible geometrical-topological encoding of point clouds based on inner products.
We propose novel graph pooling methods for structure-aware pooling via edge collapses.
Lower local intrinsic embedding dimension signals better performance, detecting when LLMs improve, overfit, or grok.
