Online Homotopy Algorithm for a Generalization of the LASSO.
Aude HofleitnerTarek RabbaniLaurent El GhaouiAlexandre M. BayenPublished in: IEEE Trans. Autom. Control. (2013)
Keyphrases
- preprocessing
- experimental evaluation
- learning algorithm
- cost function
- times faster
- linear programming
- high accuracy
- real time
- computational cost
- np hard
- k means
- significant improvement
- computational complexity
- objective function
- detection algorithm
- matching algorithm
- recognition algorithm
- convergence rate
- scheduling problem
- improved algorithm
- segmentation algorithm
- particle swarm optimization
- online learning
- input data
- dynamic programming
- neural network