Optimizing Multi-task Learning Models in Practice

What is multi-task learning models, and how to optimize them

Thao Vu
Towards Data Science
6 min readMar 29, 2024

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Photo by Laura Rivera on Unsplash

Why Multi-task learning

Multi-task learning

Multi-task learning (MTL) [1] is a field in machine learning in which we utilize a single model to learn multiple tasks simultaneously.

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