Learning Decision Policies with Instrumental Variables through Double Machine Learning.
Daqian ShaoAshkan SoleymaniFrancesco QuinzanMarta KwiatkowskaPublished in: CoRR (2024)
Keyphrases
- machine learning
- learning algorithm
- learning tasks
- learning systems
- supervised learning
- learning problems
- inductive learning
- online learning
- data mining
- knowledge acquisition
- reinforcement learning
- decision making
- covariate shift
- prior knowledge
- learning process
- pattern recognition
- unsupervised learning
- active learning
- neural network
- human learning
- explanation based learning
- computer vision
- machine learning systems
- learning paradigms
- making decisions
- hidden variables
- directed acyclic graph
- text mining
- knowledge representation