Gaussian noise injections (GNIs) are a family of simple and widely-used regularisation
methods for training neural networks, where one injects additive or multiplicative Gaussian …

Some reviews of the distribution of the product of two correlated normal random variables
and the corresponding more-than-two uncorrelated cases are given with a historical …

The 'School of Extremes' in Portugal is nowadays well recognized by the international
scientific community. This recognition is mainly due to the scientific work of Tiago de Oliveira …

The analysis of the product of two normally distributed variables does not seem to follow any
known distribution. Fortunately, the moment-generating function is available and we can …

In recent years, researchers introduced several distribution-free schemes for simultaneously
monitoring the location and scale parameters of distribution in the literature related to …

The distribution of the product of two normally distributed random variables has been an
open problem from the early years in the XXth century. First approaches tried to determinate …

Após algumas notas soltas sobre o início da minha carreira na Faculdade de Ciências da
Universidade de Lisboa, como aluna de Matemática Pura e como docente da Secção de …

Big Basal Area Factor (Big BAF) and Point-3P are two-stage sampling methods. In the first
stage the sampling units, in both methods, are Bitterlich points where the selection of the …

Deep Learning (read neural networks) has emerged as one of the most exciting and
powerful tools in the statistical machine learning toolbox. Neural networks over the past …

Although the bias-corrected (BC) bootstrap is an oft recommended method for obtaining
more powerful confidence intervals in mediation analysis, it has also been found to have …