Similarity, Kernels, and the Triangle Inequality (2008)
Jäkel, F., Schölkopf, B., Wichmann, F.A.
Similarity is used as an explanatory construct throughout psychology and multidimensional scaling (MDS) is the most popular way to assess similarity. In MDS, similarity is intimately connected to the...
Jäkel, F., Schölkopf, B., Wichmann, F.A.
Exemplar theories of categorization depend on similarity for explaining subjects’ ability to generalize to new stimuli. A major criticism of exemplar theories concerns their lack of abstraction...
Jäkel, F., Schölkopf, B., Wichmann, F.A.
Exemplar theories of categorization depend on similarity for explaining subjects ability to generalize to new stimuli. A major criticism of exemplar theories concerns their lack of abstraction...
Similarity, Kernels, and the Triangle Inequality (2008)
Jäkel, F., Schölkopf, B., Wichmann, F.A.
Similarity is used as an explanatory construct throughout psychology and multidimensional scaling (MDS) is the most popular way to assess similarity. In MDS, similarity is intimately connected to the...
Jäkel, F., Schölkopf, B., Wichmann, F.A.
Exemplar theories of categorization depend on similarity for explaining subjects’ ability to generalize to new stimuli. A major criticism of exemplar theories concerns their lack of abstraction...
A Tutorial on Kernel Methods for Categorization (2007)
Jäkel, F., Schölkopf, B., Wichmann, F.A.
The abilities to learn and to categorize are fundamental for cognitive 8 systems, be it animals or machines, and therefore have attracted attention 9 from engineers and psychologists alike. Modern...
Multimodal Similarity and Categorization of Novel, Three-Dimensional Objects (2007)
Cooke, T., Jäkel, F., Wallraven, C., Bülthoff, H.H.
Similarity has been proposed as a fundamental principle underlying mental object representations and capable of supporting cognitive-level tasks such as categorization. However, much of the research...
A Tutorial on Kernel Methods for Categorization (2007)
Jäkel, F., Schölkopf, B., Wichmann, F.A.
The abilities to learn and to categorize are fundamental for cognitive 8 systems, be it animals or machines, and therefore have attracted attention 9 from engineers and psychologists alike. Modern...
A Choice Model with Infinitely Many Latent Features (2006)
Görür, D., Jäkel, F., Rasmussen, C.E.
Elimination by aspects (EBA) is a probabilistic choice model describing how humans decide between several options. The options from which the choice is made are characterized by binary features and...
Bayesian inference for psychometric functions (2005)
Kuss, M., Jäkel, F., Wichmann, F.A.
In psychophysical studies, the psychometric function is used to model the relation between physical stimulus intensity and the observers ability to detect or discriminate between stimuli of...