Spectral Projected Gradient Descent for Efficient and Large Scale Generalized Multiple Kernel Learning

@inproceedings{Jain2013SpectralPG,
  title={Spectral Projected Gradient Descent for Efficient and Large Scale Generalized Multiple Kernel Learning},
  author={Ashesh Jain and Manik Varma},
  year={2013}
}
We address the problem of learning the kernel in a Support Vector Machine framework from training data. Learning diverse types of kernels has proved effective in different application areas. For instance, learning the kernel to be a sparse linear combination of given base kernels has proved useful in computer vision while more general kernel… CONTINUE READING