2 citations · 3 across the 4 of their papers we have counts for
4 papers
The dependence of observables on action parameters
Guilherme Catumba, Alberto Ramos, Bryan Zaldivar
Many applications in Lattice field theory require to determine the Taylor series of observables with respect to action parameters. A primary example is the determination of electro…
Measurement of the neutrino-oxygen neutral-current quasielastic cross section using atmospheric neutrinos in the SK-Gd experiment
S. Sakai, K. Abe, C. Bronner +233
We report the first measurement of the atmospheric neutrino-oxygen neutral-current quasielastic (NCQE) cross section in the gadolinium-loaded Super-Kamiokande (SK) water Cherenkov…
Stochastic automatic differentiation for Monte Carlo processes
Guilherme Catumba, Alberto Ramos, Bryan Zaldivar
Monte Carlo methods represent a cornerstone of computer science. They allow to sample high dimensional distribution functions in an efficient way. In this paper we consider the ext…
Correcting Model Bias with Sparse Implicit Processes
Simón Rodríguez Santana, Luis A. Ortega, Daniel Hernández-Lobato +1
Model selection in machine learning (ML) is a crucial part of the Bayesian learning procedure. Model choice may impose strong biases on the resulting predictions, which can hinder…