New Analysis and Algorithm for Learning with Drifting Distributions.
Mehryar MohriAndres Muñoz MedinaPublished in: ALT (2012)
Keyphrases
- learning algorithm
- detection algorithm
- dynamic programming
- high accuracy
- experimental evaluation
- learning speed
- incremental learning
- np hard
- k means
- theoretical analysis
- expectation maximization
- input data
- neural network
- active learning
- learning scheme
- improved algorithm
- learning tasks
- segmentation algorithm
- search space
- learning process
- cost function
- significant improvement
- data analysis
- worst case
- supervised learning
- computational cost
- learning environment
- times faster
- objective function
- recognition algorithm
- hidden markov models