Search Results for author: Jacob Roll

Found 3 papers, 1 papers with code

DINO as a von Mises-Fisher mixture model

no code implementations17 May 2024 Hariprasath Govindarajan, Per Sidén, Jacob Roll, Fredrik Lindsten

With this interpretation, DINO assumes equal precision for all components when the prototypes are also $L^2$-normalized.

Evaluating model calibration in classification

1 code implementation19 Feb 2019 Juozas Vaicenavicius, David Widmann, Carl Andersson, Fredrik Lindsten, Jacob Roll, Thomas B. Schön

Probabilistic classifiers output a probability distribution on target classes rather than just a class prediction.

Classification Decision Making +1

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