113 citations
- Nagoya UniversityJP6 papers
- The University of TokyoJP6 papers
- Saitama UniversityJP4 papers
- High Energy Accelerator Research OrganizationJP3 papers
- National Institute for Materials ScienceJP3 papers
- Nara Institute of Science and TechnologyJP2 papers
- Toyota Motor Corporation (Japan)JP2 papers
- Agricultural Research CenterEG1 paper
- Aix-Marseille UniversitéFR1 paper
- Ben-Gurion University of the NegevIL1 paper
- Centrale MéditerranéeFR1 paper
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cs.LG2012★ 4 cited
Predicting Conditional Quantiles via Reduction to Classification
John Langford, Roberto Oliveira, Bianca Zadrozny
We show how to reduce the process of predicting general order statistics (and the median in particular) to solving classification. The accompanying theoretical statement shows that…
cs.LG2012★ 10 cited
Semi-supervised Learning with Density Based Distances
Avleen S. Bijral, Nathan Ratliff, Nathan Srebro
We present a simple, yet effective, approach to Semi-Supervised Learning. Our approach is based on estimating density-based distances (DBD) using a shortest path calculation on a g…