3 papers
cs.LG2026
Attention Function as an Intrinsic Inductive Bias: How Models' Behavior Diverges in Novel Contexts
Dong Gyun Kang, Megha Thukral, Kwangsoo Kim
Developmental psychology holds that certain priors are given to infants prior to experience rather than induced from data, and that the influence of such priors is suppressed under…
cs.AI2026
Hierarchical Modeling of ICD Codes in EHR Foundation Models
Megha Thukral, Dong Gyun Kang, Rudra Pratap Singh +3
Electronic health record foundation models typically treat ICD diagnosis codes as flat tokens, overlooking the clinically meaningful hierarchical structure that captures disease fa…
cs.LG2023
CAST: Cluster-Aware Self-Training for Tabular Data via Reliable Confidence
Minwook Kim, Juseong Kim, Ki Beom Kim +1
Tabular data is one of the most widely used data modalities, encompassing numerous datasets with substantial amounts of unlabeled data. Despite this prevalence, there is a notable…