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Guillaume Romain Obozinski - Publications

Affiliations: 
2009 University of California, Berkeley, Berkeley, CA, United States 
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9 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2017 Landrieu L, Obozinski G. Cut Pursuit: fast algorithms to learn piecewise constant functions on general weighted graphs Siam Journal On Imaging Sciences. 10: 1724-1766. DOI: 10.1137/17M1113436  0.308
2016 Gronát P, Sivic J, Obozinski G, Pajdla T. Learning and Calibrating Per-Location Classifiers for Visual Place Recognition International Journal of Computer Vision. 118: 319-336. DOI: 10.1007/S11263-015-0878-X  0.31
2013 Obozinski G. Grouping strategies and thresholding for high dimensional linear models: Discussion Journal of Statistical Planning and Inference. 143: 1441-1446. DOI: 10.1016/J.Jspi.2013.03.003  0.314
2012 Bach F, Jenatton R, Mairal J, Obozinski G. Structured sparsity through convex optimization Statistical Science. 27: 450-468. DOI: 10.1214/12-Sts394  0.512
2012 Jenatton R, Gramfort A, Michel V, Obozinski G, Eger E, Bach F, Thirion B. Multiscale mining of fMRI data with hierarchical structured sparsity Siam Journal On Imaging Sciences. 5: 835-856. DOI: 10.1137/110832380  0.533
2010 Obozinski G, Taskar B, Jordan MI. Joint covariate selection and joint subspace selection for multiple classification problems Statistics and Computing. 20: 231-252. DOI: 10.1007/S11222-008-9111-X  0.495
2009 Sankararaman S, Obozinski G, Jordan MI, Halperin E. Genomic privacy and limits of individual detection in a pool. Nature Genetics. 41: 965-7. PMID 19701190 DOI: 10.1038/Ng.436  0.507
2008 Obozinski G, Lanckriet G, Grant C, Jordan MI, Noble WS. Consistent probabilistic outputs for protein function prediction. Genome Biology. 9: S6. PMID 18613950 DOI: 10.1186/Gb-2008-9-S1-S6  0.506
2008 Peña-Castillo L, Tasan M, Myers CL, Lee H, Joshi T, Zhang C, Guan Y, Leone M, Pagnani A, Kim WK, Krumpelman C, Tian W, Obozinski G, Qi Y, Mostafavi S, et al. A critical assessment of Mus musculus gene function prediction using integrated genomic evidence. Genome Biology. 9: S2. PMID 18613946 DOI: 10.1186/Gb-2008-9-S1-S2  0.474
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