New Analysis and Algorithm for Learning with Drifting Distributions
Mehryar MohriAndres Muñoz MedinaPublished in: CoRR (2012)
Keyphrases
- learning algorithm
- optimization algorithm
- learning phase
- times faster
- k means
- experimental evaluation
- learning speed
- improved algorithm
- incremental learning
- theoretical analysis
- online learning
- dynamic programming
- data analysis
- learning process
- cost function
- search algorithm
- worst case
- input data
- computational complexity
- learning tasks
- matching algorithm
- tree structure
- search space
- data sets
- learning scheme
- artificial neural networks
- clustering method
- np hard
- segmentation algorithm
- expectation maximization
- significant improvement
- simulated annealing
- probabilistic model
- hidden markov models