Episode 19 | Dumitru Erhan

Understanding Deep Architectures and the Effect of Unsupervised Pretraining

Papers and Links:

• Dumitru's Homepage
• Thesis
• A fast learning algorithm for deep belief nets
• Scaling Learning Algorithms Towards AI
• Greedy Layer-Wise Training of Deep Networks
• Learning deep architectures for AI
• Going deeper with convolutions
• Models, Pixels, and Rewards: Evaluating Design Trade-offs in Visual Model-Based Reinforcement Learning

Listen: