3 papers
cs.CL2026
Comparative Analysis of Large Language Models in Healthcare
Subin Santhosh, Farwa Abbas, Hussain Ahmad +1
Background: Large Language Models (LLMs) are transforming artificial intelligence applications in healthcare due to their ability to understand, generate, and summarize complex med…
cs.LG2025
SCALAR: Self-Calibrating Adaptive Latent Attention Representation Learning
Farwa Abbas, Hussain Ahmad, Claudia Szabo
High-dimensional, heterogeneous data with complex feature interactions pose significant challenges for traditional predictive modeling approaches. While Projection to Latent Struct…
eess.SP2024
Robust Partial Least Squares Using Low Rank and Sparse Decomposition
Farwa Abbas, Hussain Ahmad
This paper proposes a framework for simultaneous dimensionality reduction and regression in the presence of outliers in data by applying low-rank and sparse matrix decomposition. F…