Interpreting and Improving Deep-Learning Models with Reality Checks.
Chandan SinghWooseok HaBin YuPublished in: xxAI@ICML (2020)
Keyphrases
- learning models
- machine learning
- loss function
- learning algorithm
- semi supervised learning
- learning tasks
- machine learning algorithms
- classification models
- conditional random fields
- learning paradigms
- learning problems
- active learning
- real world
- machine learning models
- sparse metric learning
- model selection
- prior knowledge
- computer vision
- data mining