843 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- Delft University of TechnologyNL35 papers
- Leiden UniversityNL29 papers
- Centrum Wiskunde & InformaticaNL13 papers
- University Medical Center UtrechtNL13 papers
- Utrecht UniversityNL11 papers
- Amsterdam University Medical CentersNL9 papers
- Radboud University NijmegenNL9 papers
- University of AmsterdamNL9 papers
- University of TwenteNL9 papers
- Erasmus MCNL8 papers
- University College LondonGB8 papers
- Eindhoven University of TechnologyNL7 papers
3 papers · 1 filter
Robust Semi-supervised Least Squares Classification by Implicit Constraints
Jesse H. Krijthe, Marco Loog
We introduce the implicitly constrained least squares (ICLS) classifier, a novel semi-supervised version of the least squares classifier. This classifier minimizes the squared loss…
Approximated and User Steerable tSNE for Progressive Visual Analytics
Nicola Pezzotti, Boudewijn P. F. Lelieveldt, Laurens van der Maaten +3
Progressive Visual Analytics aims at improving the interactivity in existing analytics techniques by means of visualization as well as interaction with intermediate results. One ke…
Implicitly Constrained Semi-Supervised Least Squares Classification
Jesse H. Krijthe, Marco Loog
We introduce a novel semi-supervised version of the least squares classifier. This implicitly constrained least squares (ICLS) classifier minimizes the squared loss on the labeled…