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cs.LG2026
Learning Adapter Rank via Symmetry Breaking
Cooper Doyle, Andy Hu, Rebecca Chan +1
Low-rank adaptation is effective partly because downstream updates lie in a low-dimensional subspace, but the latent rank coordinates of LoRA are not identifiable: any invertible r…
cs.LG2024
Enhancing Uncertain Demand Prediction in Hospitals Using Simple and Advanced Machine Learning
Annie Hu, Samuel Stockman, Xun Wu +3
Early and timely prediction of patient care demand not only affects effective resource allocation but also influences clinical decision-making as well as patient experience. Accura…