Adaptive low-nonnegative-rank approximation for state aggregation of markov chains

Mathematics

• Markov Chain 100%
• Transition Matrix 100%
• Factorization 100%
• State Markov Chain 50%
• Matrix (Mathematics) 50%
• Statistical Property 50%
• Synthetic Data 50%
• Global Solution 50%
• Subgradient 50%
• Linear Combination 50%
• Local Minimum 50%
• Approximation Method 50%
• Minimization Problem 50%

Keyphrases

• State Transition Matrix 50%
• Low-rank Minimization 25%
• Rank Minimization 25%
• Aggregation Structure 25%
• Additional Column 25%
• Proximal Alternating Linearized Minimization 25%
• Nuclear Norm Relaxation 25%

Computer Science

• Norm Relaxation 50%
• Data Transportation 50%