192 citations · 393 across the 4 of their papers we have counts for
4 papers
Fast and fully-automated histograms for large-scale data sets
Valentina Zelaya Mendizábal, Marc Boullé, Fabrice Rossi
G-Enum histograms are a new fast and fully automated method for irregular histogram construction. By framing histogram construction as a density estimation problem and its automati…
Federated Learning -- Methods, Applications and beyond
Moritz Heusinger, Christoph Raab, Fabrice Rossi +1
In recent years the applications of machine learning models have increased rapidly, due to the large amount of available data and technological progress.While some domains like web…
The State of the Art in Enhancing Trust in Machine Learning Models with the Use of Visualizations
A. Chatzimparmpas, R. Martins, I. Jusufi +3
Machine learning (ML) models are nowadays used in complex applications in various domains, such as medicine, bioinformatics, and other sciences. Due to their black box nature, howe…
The State of the Art in Integrating Machine Learning into Visual Analytics
A. Endert, W. Ribarsky, C. Turkay +4
Visual analytics systems combine machine learning or other analytic techniques with interactive data visualization to promote sensemaking and analytical reasoning. It is through su…