2.2k citations
- Centre National de la Recherche ScientifiqueFR210 papers
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- Université Pierre-et-Marie-CurieFR42 papers
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Showing 2015 · stat.MLShow all
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stat.ML2015★ 13 cited
Benchmark of structured machine learning methods for microbial identification from mass-spectrometry data
Kévin Vervier, Pierre Mahé, Jean-Baptiste Veyrieras +1
Microbial identification is a central issue in microbiology, in particular in the fields of infectious diseases diagnosis and industrial quality control. The concept of species is…
stat.ML2015★ 23 cited
Learning the Structure for Structured Sparsity
Nino Shervashidze, Francis Bach
Structured sparsity has recently emerged in statistics, machine learning and signal processing as a promising paradigm for learning in high-dimensional settings. All existing metho…