3 papers
cs.CV2024★ 11 cited
AD-Aligning: Emulating Human-like Generalization for Cognitive Domain Adaptation in Deep Learning
Zhuoying Li, Bohua Wan, Cong Mu +3
Domain adaptation is pivotal for enabling deep learning models to generalize across diverse domains, a task complicated by variations in presentation and cognitive nuances. In this…
stat.ME2023
Heterogeneous Transfer Learning for Building High-Dimensional Generalized Linear Models with Disparate Datasets
Ruzhang Zhao, Prosenjit Kundu, Arkajyoti Saha +1
Development of comprehensive prediction models are often of great interest in many disciplines of science, but datasets with information on all desired features often have small sa…
stat.ML2018
IMMIGRATE: A Margin-based Feature Selection Method with Interaction Terms
Ruzhang Zhao, Pengyu Hong, Jun S Liu
Relief based algorithms have often been claimed to uncover feature interactions. However, it is still unclear whether and how interaction terms will be differentiated from marginal…