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Guillaume Romain Obozinski

Affiliations: 
2009 University of California, Berkeley, Berkeley, CA, United States 
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Michael I. Jordan grad student 2009 UC Berkeley
 (Simultaneous variable selection and simultaneous subspace selection for multitask learning.)

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Publications

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Landrieu L, Obozinski G. (2017) Cut Pursuit: fast algorithms to learn piecewise constant functions on general weighted graphs Siam Journal On Imaging Sciences. 10: 1724-1766
Gronát P, Sivic J, Obozinski G, et al. (2016) Learning and Calibrating Per-Location Classifiers for Visual Place Recognition International Journal of Computer Vision. 118: 319-336
Obozinski G. (2013) Grouping strategies and thresholding for high dimensional linear models: Discussion Journal of Statistical Planning and Inference. 143: 1441-1446
Bach F, Jenatton R, Mairal J, et al. (2012) Structured sparsity through convex optimization Statistical Science. 27: 450-468
Jenatton R, Gramfort A, Michel V, et al. (2012) Multiscale mining of fMRI data with hierarchical structured sparsity Siam Journal On Imaging Sciences. 5: 835-856
Obozinski G, Taskar B, Jordan MI. (2010) Joint covariate selection and joint subspace selection for multiple classification problems Statistics and Computing. 20: 231-252
Sankararaman S, Obozinski G, Jordan MI, et al. (2009) Genomic privacy and limits of individual detection in a pool. Nature Genetics. 41: 965-7
Obozinski G, Lanckriet G, Grant C, et al. (2008) Consistent probabilistic outputs for protein function prediction. Genome Biology. 9: S6
Peña-Castillo L, Tasan M, Myers CL, et al. (2008) A critical assessment of Mus musculus gene function prediction using integrated genomic evidence. Genome Biology. 9: S2
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