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A Comprehensive Evaluation of Multi-task Learning and Multi-task Pre-training on EHR Time-series Data.
Matthew B. A. McDermott
Bret Nestor
Evan Kim
Wancong Zhang
Anna Goldenberg
Peter Szolovits
Marzyeh Ghassemi
Published in:
CoRR (2020)
Keyphrases
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multi task learning
multi task
comprehensive evaluation
learning tasks
multitask learning
multiple tasks
learning problems
gaussian processes
supervised learning
transfer learning
metric learning
feature selection
multi class
theoretical analysis
high order
training set
knowledge acquisition