Home | Publications | CS Home

Publications Related to: Cost-Sensitive Learning

By Shaul Markovitch

1. Saher Esmeir and Shaul Markovitch. Anytime Learning of Anycost Classifiers. Machine Learning, 82:445-473 2011.[abstract][pdf]
2. Saher Esmeir and Shaul Markovitch. Anytime Induction of Low-cost, Low-error Classifiers: a Sampling-based Approach. Journal of Artificial Intelligence Research, 33:1-31 2008.[abstract][pdf]
3. Saher Esmeir and Shaul Markovitch. Anytime Induction of Cost-sensitive Trees. In Proceedings of The 21st Conference on Neural Information Processing Systems (NIPS-2007), Vancouver, Canada, 2007.[abstract][pdf]

---