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cs.LG2025
SoftStep: Learning Sparse Similarity Powers Deep Neighbor-Based Regression
Aviad Susman, Baihan Lin, Mayte Suárez-Fariñas +1
Neighbor-based methods are a natural alternative to linear prediction for tabular data when relationships between inputs and targets exhibit complexity such as nonlinearity, period…
cs.LG2025
CAtCh: Cognitive Assessment through Cookie Thief
Joseph T Colonel, Carolyn Hagler, Guiselle Wismer +5
Several machine learning algorithms have been developed for the prediction of Alzheimer's disease and related dementia (ADRD) from spontaneous speech. However, none of these algori…