Rythmes saisonniers et composantes stationnelles en milieu aquatique. I: Description d'un plan d'observation complet par projection de variables

Unsupervised Domain Adaptation by Domain Invariant Projection

Domain-invariant representations are key to addressing the domain shift problem where the training and test examples follow different distributions. Existing techniques that hav...

Global Prevalence of Diabetic Retinopathy and Projection of Burden through 2045

To provide updated estimates on the global prevalence and number of people with diabetic retinopathy (DR) through 2045. The International Diabetes Federation (IDF) estimate...

On the Asymptotics of Constrained $M$-Estimation

Limit theorems for an $M$-estimate constrained to lie in a closed subset of $\\mathbb{R}^d$ are given under two different sets of regularity conditions. A consistent sequence of...

Super-resolution using neighbor embedding of back-projection residuals

In this paper we present a novel algorithm for neighbor embedding based super-resolution (SR), using an external dictionary. In neighbor embedding based SR, the dictionary is tr...

Sample size selection in optimization methods for machine learning