3 papers
eess.IV2025
Smooth Total variation Regularization for Interference Detection and Elimination (STRIDE) for MRI
Alexander Mertens, Diego Martinez, Amgad Louka +3
MRI is increasingly desired to function near electronic devices that emit potentially dynamic electromagnetic interference (EMI). To accommodate for this, we propose the STRIDE met…
stat.ME2025
Scalable Bayesian inference for heat kernel Gaussian processes on manifolds
Junhui He, Guoxuan Ma, Jian Kang +1
We establish a scalable manifold learning method and theory, motivated by the problem of estimating fMRI activation manifolds in the Human Connectome Project (HCP). Our primary con…
cs.HC2025
A Contextual Bandits Approach for Personalization of Hand Gesture Recognition
Duke Lin, Michael Paskett, Ying Yang
In human-computer interaction applications like hand gesture recognition, supervised learning models are often trained on a large population of users to achieve high task accuracy.…