Download Quadrant Data Efficient Machine Learning Screen PDF Free - Full Version
Download Quadrant Data Efficient Machine Learning Screen by ['foliox'] in PDF format completely FREE. No registration required, no payment needed. Get instant access to this valuable resource on PDFdrive.to!
About Quadrant Data Efficient Machine Learning Screen
This document discusses data-efficient machine learning techniques. It notes that while deep neural networks are powerful models, they require large amounts of labeled training data to avoid overfitting. However, recent advances in machine learning make it possible to learn from less data by taking a more generative approach. Generative models can leverage both labeled data containing inputs and outputs, as well as larger amounts of cheaper unlabeled input-only data, to discover hidden structures that improve predictions.
Detailed Information
| Author: | ['foliox'] |
|---|---|
| Publication Year: | 2018 |
| Pages: | 6 |
| Language: | English |
| Format: | |
| Price: | FREE |
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