Publications

• Multifidelity Simulation-based Inference for Computationally Expensive Simulators. A. N. Krouglova, H. R. Johnson, B. Confavreux, M. Deistler, P. J. Goncalves. ICLR, 2026
• Inferring response times of perceptual decisions with Poisson variational autoencoders. H. R. Johnson, A. N. Krouglova, H. Vafaii, J. Yates, P. J. Goncalves. NeurIPS workshop: Data on the Brain & Mind, 2025
• Information-Theoretic Neural Decoding Reproduces Several Laws of Human Behavior. S. T. Christie, H. R. Johnson, P. Schrater. Open Mind, 2023
• LENS – Deep Diagnostic Modeling for Educational Assessment. S. T. Christie, H. R. Johnson, C. Cook, G. Gianopulos, A. Rafferty. ACM Learning@Scale, 2023

Abstracts

• Inferring response times of perceptual decisions with Poisson variational autoencoders. H. R. Johnson, A. N. Krouglova, H. Vafaii, J. Yates, P. J. Goncalves. COSYNE, 2026