2 papers
physics.comp-ph2025
A genetic algorithm to generate maximally orthogonal frames in complex space
Sebastián Roca-Jerat, Juan Román-Roche
A frame is a generalization of a basis of a vector space to a redundant overspanning set whose vectors are linearly dependent. Frames find applications in signal processing and qua…
quant-ph2025
Qudit Machine Learning
Sebastián Roca-Jerat, Juan Román-Roche, David Zueco
We present a comprehensive investigation into the learning capabilities of a simple d-level system (qudit). Our study is specialized for classification tasks using real-world datab…