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cs.LG2024
Interpretable Hierarchical Attention Network for Medical Condition Identification
Dongping Fang, Lian Duan, Xiaojing Yuan +5
Accurate prediction of medical conditions with straight past clinical evidence is a long-sought topic in the medical management and health insurance field. Although great progress…
stat.ME2024
Automatic Differentiation for Inference on Partially Observed Markov Process Models
Kevin Tan, Giles Hooker, Aaron J. Abkemeier +2
Automatic differentiation (AD) has driven recent advances in machine learning, including deep neural networks and Hamiltonian Markov Chain Monte Carlo methods. Partially observed n…