Hyperparameters optimization for Deep Learning based emotion prediction for Human Robot Interaction.
Shruti JaiswalGora Chand NandiPublished in: CoRR (2020)
Keyphrases
- human robot interaction
- deep learning
- hyperparameters
- model selection
- cross validation
- closed form
- grid search
- unsupervised learning
- support vector
- bayesian inference
- random sampling
- humanoid robot
- bayesian framework
- prior information
- sample size
- maximum a posteriori
- gaussian process
- gesture recognition
- machine learning
- incremental learning
- em algorithm
- maximum likelihood
- mental models
- weakly supervised
- data mining
- noise level
- multi modal
- prior knowledge
- data sets
- feature selection
- incomplete data
- video sequences
- object recognition
- learning process
- support vector machine