2 papers
quant-ph2025
Probability distribution reconstruction using circuit cutting applied to a variational classifier
Niels M. P. Neumann, Carlos M. R. Rocha, Jasper Verbree +1
Significant efforts are being spent on building a quantum computer. At the same time, developments in quantum software are rapidly progressing. Insufficient quantum resources often…
hep-ph2024
Hyperparameter Optimisation in Deep Learning from Ensemble Methods: Applications to Proton Structure
Juan Cruz-Martinez, Aaron Jansen, Gijs van Oord +4
Deep learning models are defined in terms of a large number of hyperparameters, such as network architectures and optimiser settings. These hyperparameters must be determined separ…