A Domain Incremental Continual Learning Benchmark for ICU Time Series Model Transportability
King R, Krueger C, Veselka E, Yang T, Mortazavi B. A Domain Incremental Continual Learning Benchmark for ICU Time Series Model Transportability. 2024, 00: 1-8. DOI: 10.1109/bhi62660.2024.10913656.Peer-Reviewed Original ResearchElastic weight consolidationIncremental learning methodData replayMachine learning modelsLearning methodsLearning modelsInput data distributionParameter regularization methodsMachine learning models' abilityLearning benchmarksData distributionStored examplesLearning problemsComputational powerMachine learningData sourcesReplayModel capacityRegularization methodOriginal domainBenchmarksMachineModel transferabilityModel's abilityAccurate results
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