ConceptExplainer: Understanding the Mental Model of Deep Learning Algorithms via Interactive Concept-based Explanations.
Jinbin HuangAditi MishraBum-Chul KwonChris BryanPublished in: CoRR (2022)
Keyphrases
- mental models
- learning algorithm
- deep learning
- sensemaking
- deep architectures
- cognitive processing
- conceptual understanding
- machine learning
- learning strategies
- general knowledge
- generating explanations
- active learning
- machine learning algorithms
- restricted boltzmann machine
- training data
- back propagation
- situation awareness
- reinforcement learning
- visual representations
- data mining