Resource-Bounded Selection of Learning Algorithms

@inproceedings{Glazer2013ResourceBoundedSO,
  title={Resource-Bounded Selection of Learning Algorithms},
  author={Assaf Glazer and Shaul Markovitch},
  year={2013}
}
We present a new setup and a proposed solution for the resource-bounded learning-algorithm selection problem. Our setup assumes that a resource allocation pattern in a meta-learning system can be predefined. We use these predefined patterns to design novel preference utility functions between pairs of learning algorithms. These functions are exploited by a… CONTINUE READING