56 citations · 85 across the 7 of their papers we have counts for
3 papers · 1 filter
Amortised Design Optimization for Item Response Theory
Antti Keurulainen, Isak Westerlund, Oskar Keurulainen +1
Item Response Theory (IRT) is a well known method for assessing responses from humans in education and psychology. In education, IRT is used to infer student abilities and characte…
Amortised Experimental Design and Parameter Estimation for User Models of Pointing
Antti Keurulainen, Isak Westerlund, Oskar Keurulainen +1
User models play an important role in interaction design, supporting automation of interaction design choices. In order to do so, model parameters must be estimated from user data.…
Online simulator-based experimental design for cognitive model selection
Alexander Aushev, Aini Putkonen, Gregoire Clarte +4
The problem of model selection with a limited number of experimental trials has received considerable attention in cognitive science, where the role of experiments is to discrimina…