Response Time Improves Choice Prediction and Function Estimation for Gaussian Process Models of Perception and Preferences

Michael Shvartsman, Benjamin Letham, Stephen Keeley

Models for human choice prediction in preference learning and psychophysics often consider only binary response data, requiring many samples to accurately learn preferences or perc…