858 citations
- The University of AdelaideAU53 papers
- The University of SydneyAU40 papers
- Australian National UniversityAU38 papers
- Queensland University of TechnologyAU28 papers
- Data61AU14 papers
- Monash UniversityAU10 papers
- University of Technology SydneyAU9 papers
- Commonwealth Scientific and Industrial Research OrganisationAU7 papers
- Northwestern Polytechnical UniversityCN7 papers
- Centre National de la Recherche ScientifiqueFR5 papers
- The University of QueenslandAU4 papers
- Vision AustraliaAU4 papers
Showing 2014 · cs.LGShow all
3 papers · 2 filters
cs.LG2014★ 12 cited
Worst-Case Linear Discriminant Analysis as Scalable Semidefinite Feasibility Problems
Hui Li, Chunhua Shen, Anton van den Hengel +1
In this paper, we propose an efficient semidefinite programming (SDP) approach to worst-case linear discriminant analysis (WLDA). Compared with the traditional LDA, WLDA considers…
cs.LG2014★ 2 cited
Transductive Learning for Multi-Task Copula Processes
Markus Schneider, Fabio Ramos
We tackle the problem of multi-task learning with copula process. Multivariable prediction in spatial and spatial-temporal processes such as natural resource estimation and polluti…
cs.LG2014
A Hybrid Loss for Multiclass and Structured Prediction
Qinfeng Shi, Mark Reid, Tiberio Caetano +2
We propose a novel hybrid loss for multiclass and structured prediction problems that is a convex combination of a log loss for Conditional Random Fields (CRFs) and a multiclass hi…