2 papers
stat.ML2026
Visual Spatial Learning: Single-Field Spatial Interpolation Using Convolutional Neural Networks
Daniel Tinoco, Raquel Menezes, Carlos Baquero +1
Predicting a complete spatially correlated field from sparse observations is a fundamental challenge in spatial statistics and environmental modelling. Classical interpolation meth…
stat.CO2025
Distributed Generalized Linear Models: A Privacy-Preserving Approach
Daniel Tinoco, Raquel Menezes, Carlos Baquero
This paper presents a novel approach to classical linear regression, enabling model computation from data streams or in a distributed setting while preserving data privacy in feder…