663 citations · 3.7k across the 38 of their papers we have counts for
38 papers
Client Recruitment for Federated Learning in ICU Length of Stay Prediction
Vincent Scheltjens, Lyse Naomi Wamba Momo, Wouter Verbeke +1
Machine and deep learning methods for medical and healthcare applications have shown significant progress and performance improvement in recent years. These methods require vast am…
Leverage Score Sampling for Complete Mode Coverage in Generative Adversarial Networks
Joachim Schreurs, Hannes De Meulemeester, Michaël Fanuel +2
Commonly, machine learning models minimize an empirical expectation. As a result, the trained models typically perform well for the majority of the data but the performance may det…
Multidimensional Realization Theory and Polynomial System Solving
Philippe Dreesen, Kim Batselier, Bart De Moor
Multidimensional systems are becoming increasingly important as they provide a promising tool for estimation, simulation and control, while going beyond the traditional setting of…
Building Classifiers to Predict the Start of Glucose-Lowering Pharmacotherapy Using Belgian Health Expenditure Data
Marc Claesen, Frank De Smet, Pieter Gillard +2
Early diagnosis is important for type 2 diabetes (T2D) to improve patient prognosis, prevent complications and reduce long-term treatment costs. We present a novel risk profiling a…
Geometric Analogue of Holographic Reduced Representation
Diederik Aerts, Marek Czachor, Bart De Moor
Holographic reduced representations (HRR) are based on superpositions of convolution-bound -tuples, but the -tuples cannot be regarded as vectors since the formalism is basis…
Support and Quantile Tubes
Kristiaan Pelckmans, Jos De Brabanter, Johan A. K. Suykens +1
This correspondence studies an estimator of the conditional support of a distribution underlying a set of i.i.d. observations. The relation with mutual information is shown via an…