How Much Unlabeled Data is Really Needed for Effective Self-Supervised Human Activity Recognition?
Sourish Gunesh DhekaneHarish HaresamudramMegha ThukralThomas PlötzPublished in: ISWC (2023)
Keyphrases
- unlabeled data
- human activity recognition
- semi supervised learning
- labeled data
- semi supervised
- activity recognition
- training data
- supervised learning
- co training
- text classification
- semi supervised classification
- active learning
- text categorization
- labeled examples
- human activities
- data points
- labeled and unlabeled data
- training set
- prior knowledge
- labeled training data
- domain adaptation
- class labels
- supervised learning algorithms
- machine learning
- number of labeled examples
- training examples
- artificial intelligence
- learning algorithm