2 papers
cs.CV2024
Statistical Edge Detection And UDF Learning For Shape Representation
Virgile Foy, Fabrice Gamboa, Reda Chhaibi
In the field of computer vision, the numerical encoding of 3D surfaces is crucial. It is classical to represent surfaces with their Signed Distance Functions (SDFs) or Unsigned Dis…
stat.ML2024
On the Nonconvexity of Push-Forward Constraints and Its Consequences in Machine Learning
Lucas de Lara, Mathis Deronzier, Alberto González-Sanz +1
The push-forward operation enables one to redistribute a probability measure through a deterministic map. It plays a key role in statistics and optimization: many learning problems…