373 citations
- NEC (Japan)JP12 papers
- Michigan State UniversityUS7 papers
- Princeton UniversityUS7 papers
- University of California, MercedUS7 papers
- University of California San DiegoUS7 papers
- Rutgers, The State University of New JerseyUS4 papers
- Stanford UniversityUS4 papers
- Case Western Reserve UniversityUS3 papers
- Columbia UniversityUS3 papers
- The University of TokyoJP3 papers
- Université Paris-SudFR3 papers
- University of WaterlooCA3 papers
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stat.ML2014★ 41 cited
Forward-Backward Greedy Algorithms for General Convex Smooth Functions over A Cardinality Constraint
Ji Liu, Ryohei Fujimaki, Jieping Ye
We consider forward-backward greedy algorithms for solving sparse feature selection problems with general convex smooth functions. A state-of-the-art greedy method, the Forward-Bac…
stat.ML2009★ 7 cited
High Dimensional Nonlinear Learning using Local Coordinate Coding
Kai Yu, Tong Zhang
This paper introduces a new method for semi-supervised learning on high dimensional nonlinear manifolds, which includes a phase of unsupervised basis learning and a phase of superv…