A Simple Algorithm for Learning Stable Machines.
Savina AndonovaAndré ElisseeffTheodoros EvgeniouMassimiliano PontilPublished in: ECAI (2002)
Keyphrases
- learning algorithm
- detection algorithm
- learning process
- dynamic programming
- improved algorithm
- computational cost
- objective function
- times faster
- learning scheme
- experimental evaluation
- np hard
- learning rules
- worst case
- learning tasks
- computational complexity
- theoretical analysis
- learning systems
- learning speed
- noise tolerant
- incremental learning
- learning stage
- matching algorithm
- expectation maximization
- supervised learning
- search space
- online learning
- learning problems
- convergence rate
- input data
- recognition algorithm
- high accuracy
- cost function
- learning phase
- significant improvement
- optimal solution