Cost-Effective Multitask Active Learning in Wearable Sensor Systems

Multitask learning models provide benefits by reducing model complexity and improving accuracy by concurrently learning multiple tasks with shared representations. Leveraging inductive knowledge transfer, these models mitigate the risk of overfitting on any specific task, leading to enhanced overall...

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Bibliographic Details
Main Authors: Asiful Arefeen, Hassan Ghasemzadeh
Format: Article
Language:English
Published: MDPI AG 2025-02-01
Series:Sensors
Subjects:
Online Access:https://www.mdpi.com/1424-8220/25/5/1522
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