Unified estimation framework for unnormalized models with statistical efficiency.
Masatoshi UeharaTakafumi KanamoriTakashi TakenouchiTakeru MatsudaPublished in: CoRR (2019)
Keyphrases
- statistical models
- probabilistic model
- modeling framework
- main contribution
- statistical inference
- theoretical framework
- parameter estimation
- complex systems
- process model
- statistical model
- bayesian framework
- statistically sound
- data mining
- goodness of fit
- spatial constraints
- mathematical framework
- monte carlo simulation
- computational models
- information theoretic
- lightweight
- learning algorithm