Episode 12 | Martha White

Regularized Factor Models

Papers and Links:

• Martha's Homepage
• Thesis
• Supervised autoencoders: Improving generalization performance with unsupervised regularizers.
• The Utility of Sparse Representations for Control in Reinforcement Learning
• Learning Macroscopic Brain Connectomes via Group-Sparse Factorization
• Adapting Behaviour via Intrinsic Reward: A Survey and Empirical Study

Listen: