More With Less: Exploring How to Use Deep Learning Effectively through Semi-supervised Learning for Automatic Bug Detection in Student Code.
Yang ShiYe MaoTiffany BarnesMin ChiThomas W. PricePublished in: EDM (2021)
Keyphrases
- semi supervised learning
- deep learning
- unsupervised learning
- machine learning
- semi supervised
- unlabeled data
- supervised learning
- mental models
- labeled data
- active learning
- learning algorithm
- weakly supervised
- expectation maximization
- learning environment
- reinforcement learning
- feature selection
- model selection
- object recognition
- object detection
- image classification
- learning process
- data analysis
- natural language