Stochastic Featurization for Active Learning.
Linh LeMinh-Tien NguyenKhai Phan TranGenghong ZhaoXia ZhangGuido ZucconGianluca DemartiniPublished in: TAI4H (2024)
Keyphrases
- active learning
- experimental design
- random sampling
- selective sampling
- learning strategies
- semi supervised
- learning automata
- training examples
- labeled data
- supervised learning
- stochastic nature
- crowd sourced
- training set
- learning algorithm
- transfer learning
- pool based active learning
- stochastic processes
- stochastic context free grammars
- annotation effort
- batch mode
- batch mode active learning
- stochastic optimization
- monte carlo
- stochastic process
- stochastic model
- database
- hidden markov models
- website
- information systems
- search engine
- artificial intelligence
- genetic algorithm
- data mining