Transfer Meta-Learning: Information- Theoretic Bounds and Information Meta-Risk Minimization

Keyphrases

• Information-theoretic Bounds 100%
• Learning Information 100%
• Task Space 100%
• Risk Minimization 100%
• Transfer Meta-learning 100%
• Meta-training 50%
• Meta-learning 33%
• Inductive Bias 33%
• Generalization Gap 33%
• PAC-Bayesian Bounds 33%
• Information Theory 16%
• Data Distribution 16%
• Training Algorithm 16%
• Learning Task 16%
• Task Allocation 16%
• Average Loss 16%
• Learning Rate 16%
• Log-likelihood Ratio 16%
• Optimality Gap 16%
• KL Divergence 16%
• Hyperparameters 16%
• Meta-learner 16%
• Learning Solutions 16%
• Meta-environment 16%
• Average Optimality 16%
• Training Loss 16%

Computer Science

• Meta Information 100%
• Risk Minimization 100%
• Task Environment 100%
• Information-Theoretic Learning 100%
• training algorithm 16%
• Data Distribution 16%
• Likelihood Ratio 16%
• Learning Rate 16%