BatchGFN: Generative Flow Networks for Batch Active Learning.
Shreshth A. MalikSalem LahlouAndrew JessonMoksh JainNikolay MalkinTristan DeleuYoshua BengioYarin GalPublished in: CoRR (2023)
Keyphrases
- active learning
- batch mode
- random sampling
- supervised learning
- learning algorithm
- heterogeneous networks
- network structure
- learning strategies
- generative model
- machine learning
- semi supervised
- semi supervised learning
- probabilistic model
- complex networks
- computer networks
- selective sampling
- relevance feedback
- bayesian networks
- active learning strategies
- flow patterns
- batch processing
- network size
- discriminative learning
- feature selection
- incremental learning
- learning process
- data driven