2 code implementations • 10 Oct 2022 • Andreas Hinterreiter, Christina Humer, Bernhard Kainz, Marc Streit
ParaDime is a framework for parametric dimensionality reduction (DR).
1 code implementation • 22 Jul 2020 • Michael Pühringer, Andreas Hinterreiter, Marc Streit
Classification is one of the most important supervised machine learning tasks.
1 code implementation • 23 Jun 2020 • Andreas Hinterreiter, Marc Streit, Bernhard Kainz
We present Projective Latent Interventions (PLIs), a technique for retraining classifiers by back-propagating manual changes made to low-dimensional embeddings of the latent space.
1 code implementation • 20 Jan 2020 • Andreas Hinterreiter, Christian Steinparz, Moritz Schöfl, Holger Stitz, Marc Streit
In problem-solving, a path towards solutions can be viewed as a sequence of decisions.
no code implementations • 2 Oct 2019 • Andreas Hinterreiter, Peter Ruch, Holger Stitz, Martin Ennemoser, Jürgen Bernard, Hendrik Strobelt, Marc Streit
The confusion matrix is an established way for visualizing these class errors, but it was not designed with temporal or comparative analysis in mind.