Exploring Bayesian Surprise to Prevent Overfitting and to Predict Model Performance in Non-Intrusive Load Monitoring.
Richard JonesChristoph KlemenjakStephen MakoninIvan V. BajicPublished in: CoRR (2020)
Keyphrases
- cost function
- experimental data
- mathematical model
- computational model
- theoretical analysis
- formal model
- neural network
- simulation model
- maximum entropy
- statistical model
- probabilistic model
- similarity measure
- parameter estimation
- theoretical framework
- markov chain
- management system
- closed form
- neural network model
- posterior probability
- learning algorithm
- machine learning