Ian Goodfellow
Website
Twitter
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Deep Learning
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published
2016
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22 editions
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In-depth learning
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Adaptive Computation and Machine Learning
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“As of 2016, a rough rule of thumb is that a supervised deep learning algorithm will generally achieve acceptable performance with around 5,000 labeled examples per category, and will match or exceed human performance when trained with a dataset containing at least 10 million labeled examples.”
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“A representation learning algorithm can discover a good set of features for a simple task in minutes, or for a complex task in hours to months.”
― Deep Learning
― Deep Learning
“As of 2016, a rough rule of thumb is that a supervised deep learning algorithm will generally achieve acceptable performance with around 5,000 labeled examples per category and will match or exceed human performance when trained with a dataset containing at least 10 million labeled examples”
― Deep Learning
― Deep Learning
Topics Mentioning This Author
| topics | posts | views | last activity | |
|---|---|---|---|---|
| Goodreads Librari...: Clean up XV | 953 | 938 | Aug 24, 2023 02:50PM |
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