Online Passive-Aggressive Algorithms
We present a unified view for online classification, regression, and uniclass problems. This view leads to a single algorithmic framework for the three problems. We prove worst ...
Publications
3 shownExact Convex Confidence-Weighted Learning
Confidence-weighted (CW) learning [6], an online learning method for linear clas-sifiers, maintains a Gaussian distributions over weight vectors, with a covariance matrix that r...
Frequent Co-Authors
Researcher Info
- h-index
- 3
- Publications
- 3
- Citations
- 1,924
- Institution
- Hebrew University of Jerusalem
External Links
Identifiers
- ORCID
- 0000-0001-8824-5747
Impact Metrics
h-index
3
h-index: Number of publications with at least h citations each.