Vincent Tseng

Boosting Multi-task Learning Through Combination of Task Labels – with Applications in ECG Phenotyping

Multi-task learning has increased in importance due to its superior performance by learning multiple different tasks simultaneously and its ability to perform several different tasks using a single model. In medical phenotyping, task labels are costly to acquire and might contain a certain degree of…