A Combinatorial Algorithm to Compute Regularization Paths
Bernd GärtnerJoachim GiesenMartin JaggiTorsten WelschPublished in: CoRR (2009)
Keyphrases
- experimental evaluation
- learning algorithm
- improved algorithm
- times faster
- detection algorithm
- optimization algorithm
- optimal solution
- recognition algorithm
- expectation maximization
- particle swarm optimization
- simulated annealing
- high accuracy
- worst case
- probabilistic model
- dynamic programming
- computational complexity
- preprocessing
- matching algorithm
- prior information
- path planning
- clustering method
- k means
- segmentation algorithm
- cost function
- np hard
- least squares
- significant improvement
- convex hull
- data structure
- parameter selection
- optimal path
- path finding