Publications

2025

1. NeurReps 2025

   

   CAP_𝓜: Curvature-Aware Pulling on Riemannian Manifolds

   Nizar Benbouchta

   Symmetry and Geometry in Neural Representations workshop, NeurIPS conference, 2025

   Bib HTML Website

   @article{neurreps2025curvature,
     title = {CAP<sub>𝓜</sub>: Curvature-Aware Pulling on Riemannian Manifolds},
     author = {Benbouchta, Nizar},
     journal = {Symmetry and Geometry  in  Neural Representations workshop, NeurIPS conference},
     year = {2025}
   }

2. NEGEL 2025

   

   GLASS: A Differentiable Geometric Alignment Layer on Manifolds and Graphs via Learned Slices and Soft Optimal Transport

   Nizar Benbouchta

   The Non-Euclidean Foundation Models and Geometric Learning workshop, NeurIPS conference, 2025

   Bib HTML Website

   @article{negel2025glass,
     title = {GLASS: A Differentiable Geometric Alignment Layer on Manifolds and Graphs via Learned Slices and Soft Optimal Transport},
     author = {Benbouchta, Nizar},
     journal = {The Non-Euclidean Foundation Models and Geometric Learning workshop, NeurIPS conference},
     year = {2025}
   }