1 citations · 1 across the 2 of their papers we have counts for
4 papers
Discretisation in algebraic -theory of independent ample groupoids and their Steinberg algebras
Guillermo Cortiñas, Xin Li
An independent ample groupoid comes equipped with a discrete groupoid and a proper étale correspondence . Discretisation with respect to a homological invaria…
Nonparametric autoregressive estimation of probability distributions with parallel gradient boosting
Rémy Chapelle
Nonparametric estimation of joint probability distributions is a core problem in statistics, which is notoriously challenging with high-dimensional data. Such challenges also arise…
Parallel gradient boosting for flexible estimation of conditional distributions
Rémy Chapelle, Nicolas Vayatis, Bruno Falissard +1
Boosting is one of the most successful learning techniques for standard classification and regression tasks. Its extension to multi-output prediction problems has found an increasi…
Statistical properties and privacy guarantees of an original distance-based fully synthetic data generation method
Rémy Chapelle, Bruno Falissard
Introduction: The amount of data generated by original research is growing exponentially. Publicly releasing them is recommended to comply with the Open Science principles. However…