Posterior Tracking Algorithm for Classification Bandits.
Koji TabataJunpei KomiyamaAtsuyoshi NakamuraTamiki KomatsuzakiPublished in: AISTATS (2023)
Keyphrases
- classification algorithm
- detection algorithm
- search space
- learning algorithm
- classification scheme
- decision trees
- classification method
- optimal solution
- np hard
- feature selection
- k means
- support vector machine svm
- probabilistic model
- bayesian framework
- kalman filter
- matching algorithm
- moving target
- dynamic programming
- preprocessing
- computational complexity
- objective function
- reinforcement learning
- nearest neighbour
- posterior probability
- classification trees
- object tracking in video sequences
- segmentation algorithm
- model selection
- maximum likelihood
- probability distribution
- support vector
- feature extraction