Fast Training of Object Detection Using Stochastic Gradient Descent.
Rob G. J. WijnhovenPeter H. N. de WithPublished in: ICPR (2010)
Keyphrases
- stochastic gradient descent
- object detection
- early stopping
- loss function
- matrix factorization
- least squares
- step size
- random forests
- support vector machine
- multiple kernel learning
- weight vector
- computer vision
- regularization parameter
- importance sampling
- collaborative filtering
- learning algorithm
- maximum likelihood
- image processing
- multi class
- training process
- cost function
- feature selection