An Homotopy Algorithm for the Lasso with Online Observations.
Pierre GarriguesLaurent El GhaouiPublished in: NIPS (2008)
Keyphrases
- learning algorithm
- detection algorithm
- recognition algorithm
- high accuracy
- experimental evaluation
- computational cost
- improved algorithm
- dynamic programming
- cost function
- optimal solution
- k means
- neural network
- preprocessing
- particle swarm optimization
- optimization algorithm
- search space
- input data
- theoretical analysis
- computationally efficient
- search algorithm
- classification algorithm
- image sequences
- online algorithms