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About Transfer Learning: Meskatul Islam ID: 1703210201349 6 Semester, Dept. of CSE Premier University, Chittagong
Transfer learning utilizes knowledge gained from solving one problem and applies it to a different but related problem. It allows machine learning models to be trained on a source domain and applied to a related target domain without training from scratch. There are various transfer learning strategies including inductive transfer which uses knowledge from the source task to adjust the model for the target task, transductive transfer which transfers knowledge between related but different domains, and unsupervised transfer learning which focuses on unsupervised tasks in the target domain without labels. Bayesian transfer learning applies a prior from source task knowledge to improve learning on the target task.
Detailed Information
| Author: | ['Meskatul Islam2'] |
|---|---|
| Publication Year: | 2020 |
| Pages: | 4 |
| Language: | English |
| Format: | |
| Price: | FREE |
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