13 citations · 13 across the 2 of their papers we have counts for
3 papers
NObSP: Functional Decomposition of Neural Networks via Oblique Subspace Projections
Alexander Caicedo, Víctor De La Hoz, Santiago Alférez
Understanding how deep neural networks make decisions remains a fundamental challenge. We present NObSP (Nonlinear Oblique Subspace Projections), a framework that decomposes predic…
Structural Existence of Prime Constellations: Asymptotic Spectral Stability in Finite Sieve Windows
Alexander Caicedo, Julio C. Ramos-Fernández
The distribution of prime constellations, such as Twin Primes (), is traditionally analyzed via probabilistic models or analytic sieve theory. While heuristic predictions a…
Unsupervised Machine Learning for the Classification of Astrophysical X-ray Sources
Víctor Samuel Pérez-Díaz, Juan Rafael Martínez-Galarza, Alexander Caicedo +1
The automatic classification of X-ray detections is a necessary step in extracting astrophysical information from compiled catalogs of astrophysical sources. Classification is usef…