63 citations · 241 across the 21 of their papers we have counts for
4 papers · 1 filter
The Hyperdimensional Transform for Distributional Modelling, Regression and Classification
Pieter Dewulf, Bernard De Baets, Michiel Stock
Hyperdimensional computing (HDC) is an increasingly popular computing paradigm with immense potential for future intelligent applications. Although the main ideas already took form…
The Hyperdimensional Transform: a Holographic Representation of Functions
Pieter Dewulf, Michiel Stock, Bernard De Baets
Integral transforms are invaluable mathematical tools to map functions into spaces where they are easier to characterize. We introduce the hyperdimensional transform as a new kind…
Conditional validity of heteroskedastic conformal regression
Nicolas Dewolf, Bernard De Baets, Willem Waegeman
Conformal prediction, and split conformal prediction as a specific implementation, offer a distribution-free approach to estimating prediction intervals with statistical guarantees…
Triangular norms on bounded trellises
Lemnaouar Zedam, Bernard De Baets
In this paper, we introduce the notion of a t-norm on bounded pseudo-ordered sets and in particular on bounded trellises (also known as weakly associative lattices), and provide so…