The Importance of Constraint Smoothness for Parameter Estimation in Computational Cognitive Modeling.
Abraham NunesAlexander RudiukPublished in: CoRR (2018)
Keyphrases
- parameter estimation
- cognitive modeling
- computational models
- maximum likelihood
- computational model
- cognitive model
- model selection
- least squares
- parameter estimation algorithm
- em algorithm
- markov random field
- random fields
- cognitive architecture
- student modeling
- human computer
- higher order
- expectation maximization
- active vision
- parameter estimates
- estimation problems
- data mining
- human computer interaction
- domain knowledge
- video sequences
- machine learning