Learning Expressive Priors for Generalization and Uncertainty Estimation in Neural Networks

Keyphrases

• Neural Network 100%
• Uncertainty Estimation 100%
• Generalization Bounds 66%
• Learning Framework 33%
• Deep Neural Network 33%
• ImageNet 33%
• Probabilistic Representation 33%
• Continual Learning 33%
• Prior Learning 33%
• Informative Prior 33%
• Learned Priors 33%
• Sum of Kronecker Products 33%
• Generalization Guarantees 33%
• Learning Methods 33%

Computer Science

• Neural Network 100%
• Uncertainty Estimation 100%
• Learning Framework 33%
• Kronecker Product 33%
• Deep Neural Network 33%

Neuroscience

• Neural Network 100%