Improved Algorithms for Agnostic Pool-based Active Classification.
Julian Katz-SamuelsJifan ZhangLalit JainKevin JamiesonPublished in: ICML (2021)
Keyphrases
- classification algorithm
- theoretical analysis
- benchmark datasets
- learning algorithm
- machine learning algorithms
- times faster
- data structure
- classification accuracy
- preprocessing
- support vector machine svm
- optimization problems
- neural network
- support vector machine
- pattern recognition
- support vector
- classification models
- automatic classification
- uci machine learning repository
- decision rules
- feature set
- machine learning methods
- computationally efficient
- model selection
- computational cost
- feature space
- computational complexity
- bayesian networks
- decision trees
- computer vision
- machine learning