1 citations · 1 across the 2 of their papers we have counts for
3 papers
math.OC2024
On the Convergence of the Sinkhorn-Knopp Algorithm with Sparse Cost Matrices
Jose Rafael Espinosa Mena
Matrix scaling problems with sparse cost matrices arise frequently in various domains, such as optimal transport, image processing, and machine learning. The Sinkhorn-Knopp algorit…
math.OC2024
Multifractal Analysis of the Sinkhorn Algorithm: Unveiling the Intricate Structure of Optimal Transport Maps
Jose Rafael Espinosa Mena
The Sinkhorn algorithm has emerged as a powerful tool for solving optimal transport problems, finding applications in various domains such as machine learning, image processing, an…
cs.LG2019★ 1 cited
Dirichlet uncertainty wrappers for actionable algorithm accuracy accountability and auditability
José Mena, Oriol Pujol, Jordi Vitrià
Nowadays, the use of machine learning models is becoming a utility in many applications. Companies deliver pre-trained models encapsulated as application programming interfaces (AP…