2 papers
stat.ML2026
Copula Adapted Directed Acyclic Graph for Cluster Representation of Biomedical Data
Heranga K. Rathnasekara, Norou Diawara, Manar D. Samad
Diagnostic errors and mislabeling are common in biomedicine, which compromise the reliability of predictive models and data-driven outcomes. Stratifying unlabeled biomedical data b…
cs.CL2026
Magnitude Profile Pruning: Calibration-Free Structured Attention Head Removal for Transformer Compression
Kasun Dewage, Marianna Pensky, Heranga K. Rathnasekara +1
Structured pruning of attention heads provides a hardware-friendly way to compress Transformer language models. However, existing methods for measuring head-level importance requir…