Protein Structure-Informed Regularized Linear Model Outperforms ESM for Predicting Antibiotic Resistance

Summary: Poster presentation demonstrating how fused regularization over structural neighborhoods and biochemical feature groups yields stronger predictive accuracy than large protein language models on Mycobacterium tuberculosis resistance benchmarks.