conftrace_

cost-sensitive learning

55 papers

Explore in graph

Also known as

CSL

Co-occurring keywords

class imbalance (555) loss function (462) surrogate loss (94) deep neural network (1803) decision tree (322) multi-label classification (1009) imbalanced datum (81) cost-sensitive classification (18) data augmentation (3052) sequential decision making (215)

Papers

Multi-Stage Classifier Design ACML 2012
Imitation Learning by Coaching NIPS 2012
Maximum Likelihood in Cost-Sensitive Learning: Model Specification, Approximations, and Upper Bounds JMLR 2010
Anytime Induction of Cost-sensitive Trees NIPS 2007
Considering Cost Asymmetry in Learning Classifiers JMLR 2006