An Efficient Algorithm for Large Scale Compressive Feature Learning.
Hristo S. PaskovJohn C. MitchellTrevor J. HastiePublished in: AISTATS (2014)
Keyphrases
- learning algorithm
- detection algorithm
- experimental evaluation
- high accuracy
- computationally efficient
- significant improvement
- objective function
- prior knowledge
- k means
- expectation maximization
- optimization algorithm
- dynamic programming
- cost function
- learning process
- matching algorithm
- times faster
- reinforcement learning
- incremental learning
- learning tasks
- convergence rate
- linear programming
- worst case
- supervised learning
- selection algorithm
- search space
- preprocessing
- learning phase
- learning rules
- data sets
- learning speed
- computational cost
- optimal solution
- bayesian networks
- real world