Outlier Path: A Homotopy Algorithm for Robust SVM.
Shinya SuzumuraKohei OgawaMasashi SugiyamaIchiro TakeuchiPublished in: ICML (2014)
Keyphrases
- support vector machine svm
- computationally efficient
- experimental evaluation
- learning algorithm
- parameter tuning
- k means
- dynamic programming
- similarity measure
- computational complexity
- preprocessing
- improved algorithm
- matching algorithm
- detection algorithm
- optimization algorithm
- high accuracy
- multi class classification
- simulated annealing
- worst case
- search space
- lower bound
- support vector
- neural network
- cost function
- feature vectors
- recognition algorithm
- optimal parameters
- shortest path problem
- decision function