2 papers
cs.HC2026
Beyond the Post Hoc User Study: Modeling Visual Decision-Making with Active Inference
Harrison J. Goldwyn, Graham Johnson, Christopher Ibarra +2
Empirical user studies are essential for evaluating visual encodings and can reveal perceptual and cognitive mechanisms, but they do not by themselves provide causal, predictive ac…
cs.LG2025
Multidimensional Distributional Neural Network Output Demonstrated in Super-Resolution of Surface Wind Speed
Harrison J. Goldwyn, Mitchell Krock, Johann Rudi +2
Accurate quantification of uncertainty in neural network predictions remains a central challenge for scientific applications involving high-dimensional, correlated data. While exis…