A Unified Statistically Efficient Estimation Framework for Unnormalized Models.
Masatoshi UeharaTakafumi KanamoriTakashi TakenouchiTakeru MatsudaPublished in: AISTATS (2020)
Keyphrases
- probabilistic model
- lightweight
- bayesian framework
- spatial constraints
- modeling framework
- statistical model
- autoregressive
- computationally expensive
- cost effective
- machine learning algorithms
- model selection
- parameter estimation
- neural network
- artificial neural networks
- complexity analysis
- experimental data
- statistical models
- pairwise
- social networks
- machine learning
- statistical inference
- data mining