Predicting the What and How - a Probabilistic Semi-Supervised Approach to Multi-Task Human Activity Modeling.
Judith BütepageHedvig KjellströmDanica KragicPublished in: CVPR Workshops (2019)
Keyphrases
- multi task
- human activities
- semi supervised
- multi task learning
- multitask learning
- human activity recognition
- activity recognition
- learning tasks
- multiple tasks
- metric learning
- multi class
- sensor data
- sparse learning
- unlabeled data
- learning problems
- human computer interaction
- labeled data
- probabilistic model
- feature selection
- action recognition
- gaussian processes
- mutual information
- information retrieval
- reinforcement learning
- semi supervised learning
- active learning
- information gain
- human actions
- elastic net
- data sets