Zobrazeno 1 - 10
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pro vyhledávání: '"Hinterreiter, Andreas"'
ParaDime is a framework for parametric dimensionality reduction (DR). In parametric DR, neural networks are trained to embed high-dimensional data items in a low-dimensional space while minimizing an objective function. ParaDime builds on the idea th
Externí odkaz:
http://arxiv.org/abs/2210.04582
Classification is one of the most important supervised machine learning tasks. During the training of a classification model, the training instances are fed to the model multiple times (during multiple epochs) in order to iteratively increase the cla
Externí odkaz:
http://arxiv.org/abs/2007.11353
High-dimensional latent representations learned by neural network classifiers are notoriously hard to interpret. Especially in medical applications, model developers and domain experts desire a better understanding of how these latent representations
Externí odkaz:
http://arxiv.org/abs/2006.12902
Publikováno v:
ACM Trans. Interact. Intell. Syst. 11, 3-4, Article 22 (December 2021), 29 pages
In problem-solving, a path towards solutions can be viewed as a sequence of decisions. The decisions, made by humans or computers, describe a trajectory through a high-dimensional representation space of the problem. By means of dimensionality reduct
Externí odkaz:
http://arxiv.org/abs/2001.08372
Akademický článek
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Autor:
Hinterreiter, Andreas, Ruch, Peter, Stitz, Holger, Ennemoser, Martin, Bernard, Jürgen, Strobelt, Hendrik, Streit, Marc
Classifiers are among the most widely used supervised machine learning algorithms. Many classification models exist, and choosing the right one for a given task is difficult. During model selection and debugging, data scientists need to assess classi
Externí odkaz:
http://arxiv.org/abs/1910.00969
Autor:
Leichtmann, Benedikt1 (AUTHOR) benedikt.leichtmann@jku.at, Hinterreiter, Andreas2 (AUTHOR), Humer, Christina2 (AUTHOR), Streit, Marc2 (AUTHOR), Mara, Martina1 (AUTHOR)
Publikováno v:
International Journal of Human-Computer Interaction. Sep2024, Vol. 40 Issue 17, p4787-4804. 18p.
Autor:
Hinterreiter, Andreas1 (AUTHOR), Humer, Christina1 (AUTHOR), Kainz, Bernhard2,3 (AUTHOR), Streit, Marc1 (AUTHOR)
Publikováno v:
Computer Graphics Forum. Jun2023, Vol. 42 Issue 3, p337-348. 12p. 2 Color Photographs, 2 Diagrams, 1 Graph.
Autor:
Kehrer, Matthias, Duchoslav, Jiri, Hinterreiter, Andreas, Mehic, Alen, Stehrer, Thomas, Stifter, David
Publikováno v:
In Surface & Coatings Technology 25 February 2020 384
Akademický článek
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