Publications
For an up-to-date list of publications, see my Google Scholar profile.
Item response theory (IRT) models are useful for measuring abstract traits such as abilities and attitudes. In this work, we use modern deep learning techniques to build high-dimensional IRT models. This approach is accurate and scales well to massive data sets.
Christopher J. Urban, Daniel J. Bauer
Deep learning has solved many complex problems in computer vision and in natural language processing. This work helps bring the benefits of deep learning to psychology by showing how to use deep learning to predict behavioral outcomes.
Christopher J. Urban, Kathleen M. Gates