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About Bengio, 2009 Curriculum Learning PDF
This document discusses curriculum learning, which formalizes the strategy humans and animals use to gradually increase the complexity of concepts and examples presented during learning. The authors hypothesize that curriculum learning can help optimization by guiding the training process towards better local minima. They explore applying curriculum learning to deep neural networks, which have non-convex optimization problems. The experiments show curriculum learning leads to improved generalization and faster convergence compared to random training order.
Detailed Information
| Author: | ['সুনীত ভট্টাচার্য'] |
|---|---|
| Publication Year: | 2019 |
| Pages: | 8 |
| Language: | English |
| Format: | |
| Price: | FREE |
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