Proactive Pseudo-Intervention: Causally Informed Contrastive Learning For Interpretable Vision Models.
Dong WangYuewei YangChenyang TaoFanjie KongRicardo HenaoLawrence CarinPublished in: CoRR (2020)
Keyphrases
- learning algorithm
- reinforcement learning
- learning problems
- learning process
- prior knowledge
- learning models
- neural nets
- statistical models
- accurate models
- machine learning
- learning tasks
- complex systems
- active learning
- parameter estimation
- online learning
- vision system
- supervised learning
- probabilistic model
- hidden markov models
- computer assisted instruction
- structured prediction