3 papers
cs.LG2025
Budgeted Online Active Learning with Expert Advice and Episodic Priors
Kristen Goebel, William Solow, Paola Pesantez-Cabrera +2
This paper introduces a novel approach to budgeted online active learning from finite-horizon data streams with extremely limited labeling budgets. In agricultural applications, su…
cs.LG2025
Transfer Learning via Auxiliary Labels with Application to Cold-Hardiness Prediction
Kristen Goebel, Paola Pesantez-Cabrera, Markus Keller +1
Cold temperatures can cause significant frost damage to fruit crops depending on their resilience, or cold hardiness, which changes throughout the dormancy season. This has led to…
cs.CV2025
Convolutional Deep Colorization for Image Compression: A Color Grid Based Approach
Ian Tassin, Kristen Goebel, Brittany Lasher
The search for image compression optimization techniques is a topic of constant interest both in and out of academic circles. One method that shows promise toward future improvemen…