Animal Behavior & CognitionbioRxivPreprint
Adaptive experiments in high-dimensional feature spaces: A particle filtering approach
Rabea Turon, Lars C. Reining, Philipp Hummel…·Thomas S. A. Wallis
This paper introduces HOPE, a method for efficiently estimating high-dimensional psychometric functions by adaptively selecting stimuli, reducing uncertainty faster than traditional methods.
DOI 10.64898/2026.08.03.741989