A Competitive Algorithm for Agnostic Active Learning.
Yihan ZhouEric PricePublished in: NeurIPS (2023)
Keyphrases
- active learning
- learning algorithm
- matching algorithm
- dynamic programming
- high accuracy
- improved algorithm
- optimal solution
- computational complexity
- optimization algorithm
- experimental evaluation
- computational cost
- worst case
- expectation maximization
- machine learning
- detection algorithm
- theoretical analysis
- probabilistic model
- np hard
- significant improvement
- search space
- preprocessing
- data sets
- simulated annealing
- classification algorithm
- data structure
- path planning
- times faster
- convex hull
- recognition algorithm
- batch mode