Spectral learning of predictive state representations with insufficient statistics

Keyphrases

• Algorithmic Approach 20%
• Computational Constraints 20%
• Computational Limit 20%
• Dynamical Systems 20%
• Event History 20%
• Finite Sets 20%
• Fixed System 20%
• Infinite number 20%
• Learning Approaches 20%
• Naive Rule 20%
• Polynomial Time 20%
• Prediction Accuracy 20%
• Prediction Error 20%
• Predictive Representations 100%
• Real-world Systems 20%
• Spectral Bound 20%
• Spectral Learning 100%
• Spectral Method 40%
• Unconstrained Settings 20%

Computer Science

• Dynamical System 100%
• Infinite Number 100%
• Learning Approach 100%
• Polynomial Time 100%
• Prediction Error 100%

Mathematics

• Accurate Prediction 50%
• Dynamical System 50%
• Finite Set 50%
• Infinite Number 50%
• Polynomial Time 50%
• Prediction Error 50%
• Real World System 50%
• Spectral Method 100%