BibTeX records: Rodolphe Jenatton

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@article{DBLP:journals/corr/abs-2001-04694,
  author    = {Linh Tran and
               Bastiaan S. Veeling and
               Kevin Roth and
               Jakub Swiatkowski and
               Joshua V. Dillon and
               Jasper Snoek and
               Stephan Mandt and
               Tim Salimans and
               Sebastian Nowozin and
               Rodolphe Jenatton},
  title     = {Hydra: Preserving Ensemble Diversity for Model Distillation},
  journal   = {CoRR},
  volume    = {abs/2001.04694},
  year      = {2020},
  url       = {https://arxiv.org/abs/2001.04694},
  archivePrefix = {arXiv},
  eprint    = {2001.04694},
  timestamp = {Fri, 17 Jan 2020 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/corr/abs-2001-04694.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-02405,
  author    = {Florian Wenzel and
               Kevin Roth and
               Bastiaan S. Veeling and
               Jakub Swiatkowski and
               Linh Tran and
               Stephan Mandt and
               Jasper Snoek and
               Tim Salimans and
               Rodolphe Jenatton and
               Sebastian Nowozin},
  title     = {How Good is the Bayes Posterior in Deep Neural Networks Really?},
  journal   = {CoRR},
  volume    = {abs/2002.02405},
  year      = {2020},
  url       = {https://arxiv.org/abs/2002.02405},
  archivePrefix = {arXiv},
  eprint    = {2002.02405},
  timestamp = {Mon, 10 Feb 2020 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/corr/abs-2002-02405.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-02655,
  author    = {Jakub Swiatkowski and
               Kevin Roth and
               Bastiaan S. Veeling and
               Linh Tran and
               Joshua V. Dillon and
               Stephan Mandt and
               Jasper Snoek and
               Tim Salimans and
               Rodolphe Jenatton and
               Sebastian Nowozin},
  title     = {The k-tied Normal Distribution: {A} Compact Parameterization of Gaussian
               Mean Field Posteriors in Bayesian Neural Networks},
  journal   = {CoRR},
  volume    = {abs/2002.02655},
  year      = {2020},
  url       = {https://arxiv.org/abs/2002.02655},
  archivePrefix = {arXiv},
  eprint    = {2002.02655},
  timestamp = {Mon, 10 Feb 2020 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/corr/abs-2002-02655.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-12552,
  author    = {Valerio Perrone and
               Huibin Shen and
               Matthias W. Seeger and
               C{\'{e}}dric Archambeau and
               Rodolphe Jenatton},
  title     = {Learning search spaces for Bayesian optimization: Another view of
               hyperparameter transfer learning},
  journal   = {CoRR},
  volume    = {abs/1909.12552},
  year      = {2019},
  url       = {http://arxiv.org/abs/1909.12552},
  archivePrefix = {arXiv},
  eprint    = {1909.12552},
  timestamp = {Wed, 02 Oct 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/corr/abs-1909-12552.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-07003,
  author    = {Valerio Perrone and
               Iaroslav Shcherbatyi and
               Rodolphe Jenatton and
               C{\'{e}}dric Archambeau and
               Matthias W. Seeger},
  title     = {Constrained Bayesian Optimization with Max-Value Entropy Search},
  journal   = {CoRR},
  volume    = {abs/1910.07003},
  year      = {2019},
  url       = {http://arxiv.org/abs/1910.07003},
  archivePrefix = {arXiv},
  eprint    = {1910.07003},
  timestamp = {Tue, 22 Oct 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/corr/abs-1910-07003.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/PerroneJSA18,
  author    = {Valerio Perrone and
               Rodolphe Jenatton and
               Matthias W. Seeger and
               C{\'{e}}dric Archambeau},
  editor    = {Samy Bengio and
               Hanna M. Wallach and
               Hugo Larochelle and
               Kristen Grauman and
               Nicol{\`{o}} Cesa{-}Bianchi and
               Roman Garnett},
  title     = {Scalable Hyperparameter Transfer Learning},
  booktitle = {Advances in Neural Information Processing Systems 31: Annual Conference
               on Neural Information Processing Systems 2018, NeurIPS 2018, 3-8 December
               2018, Montr{\'{e}}al, Canada},
  pages     = {6846--6856},
  year      = {2018},
  url       = {http://papers.nips.cc/paper/7917-scalable-hyperparameter-transfer-learning},
  timestamp = {Sun, 16 Dec 2018 17:30:05 +0100},
  biburl    = {https://dblp.org/rec/conf/nips/PerroneJSA18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/JenattonAGS17,
  author    = {Rodolphe Jenatton and
               C{\'{e}}dric Archambeau and
               Javier Gonz{\'{a}}lez and
               Matthias W. Seeger},
  editor    = {Doina Precup and
               Yee Whye Teh},
  title     = {Bayesian Optimization with Tree-structured Dependencies},
  booktitle = {Proceedings of the 34th International Conference on Machine Learning,
               {ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
  series    = {Proceedings of Machine Learning Research},
  volume    = {70},
  pages     = {1655--1664},
  publisher = {{PMLR}},
  year      = {2017},
  url       = {http://proceedings.mlr.press/v70/jenatton17a.html},
  timestamp = {Wed, 29 May 2019 08:41:45 +0200},
  biburl    = {https://dblp.org/rec/conf/icml/JenattonAGS17.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/JenattonHA16,
  author    = {Rodolphe Jenatton and
               Jim C. Huang and
               C{\'{e}}dric Archambeau},
  editor    = {Maria{-}Florina Balcan and
               Kilian Q. Weinberger},
  title     = {Adaptive Algorithms for Online Convex Optimization with Long-term
               Constraints},
  booktitle = {Proceedings of the 33nd International Conference on Machine Learning,
               {ICML} 2016, New York City, NY, USA, June 19-24, 2016},
  series    = {{JMLR} Workshop and Conference Proceedings},
  volume    = {48},
  pages     = {402--411},
  publisher = {JMLR.org},
  year      = {2016},
  url       = {http://proceedings.mlr.press/v48/jenatton16.html},
  timestamp = {Wed, 29 May 2019 08:41:46 +0200},
  biburl    = {https://dblp.org/rec/conf/icml/JenattonHA16.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/HuangJA16,
  author    = {Jim C. Huang and
               Rodolphe Jenatton and
               C{\'{e}}dric Archambeau},
  editor    = {Balaji Krishnapuram and
               Mohak Shah and
               Alexander J. Smola and
               Charu C. Aggarwal and
               Dou Shen and
               Rajeev Rastogi},
  title     = {Online Dual Decomposition for Performance and Delivery-Based Distributed
               Ad Allocation},
  booktitle = {Proceedings of the 22nd {ACM} {SIGKDD} International Conference on
               Knowledge Discovery and Data Mining, San Francisco, CA, USA, August
               13-17, 2016},
  pages     = {117--126},
  publisher = {{ACM}},
  year      = {2016},
  url       = {https://doi.org/10.1145/2939672.2939691},
  doi       = {10.1145/2939672.2939691},
  timestamp = {Tue, 06 Nov 2018 16:59:37 +0100},
  biburl    = {https://dblp.org/rec/conf/kdd/HuangJA16.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/JenattonHA16,
  author    = {Rodolphe Jenatton and
               Jim C. Huang and
               C{\'{e}}dric Archambeau},
  title     = {Online optimization and regret guarantees for non-additive long-term
               constraints},
  journal   = {CoRR},
  volume    = {abs/1602.05394},
  year      = {2016},
  url       = {http://arxiv.org/abs/1602.05394},
  archivePrefix = {arXiv},
  eprint    = {1602.05394},
  timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/corr/JenattonHA16.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siammax/FogelJBd15,
  author    = {Fajwel Fogel and
               Rodolphe Jenatton and
               Francis R. Bach and
               Alexandre d'Aspremont},
  title     = {Convex Relaxations for Permutation Problems},
  journal   = {{SIAM} J. Matrix Analysis Applications},
  volume    = {36},
  number    = {4},
  pages     = {1465--1488},
  year      = {2015},
  url       = {https://doi.org/10.1137/130947362},
  doi       = {10.1137/130947362},
  timestamp = {Fri, 26 May 2017 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/siammax/FogelJBd15.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/GribonvalJBKS15,
  author    = {R{\'{e}}mi Gribonval and
               Rodolphe Jenatton and
               Francis R. Bach and
               Martin Kleinsteuber and
               Matthias Seibert},
  title     = {Sample Complexity of Dictionary Learning and Other Matrix Factorizations},
  journal   = {{IEEE} Trans. Information Theory},
  volume    = {61},
  number    = {6},
  pages     = {3469--3486},
  year      = {2015},
  url       = {https://doi.org/10.1109/TIT.2015.2424238},
  doi       = {10.1109/TIT.2015.2424238},
  timestamp = {Sun, 28 May 2017 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tit/GribonvalJBKS15.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/GribonvalJB15,
  author    = {R{\'{e}}mi Gribonval and
               Rodolphe Jenatton and
               Francis R. Bach},
  title     = {Sparse and Spurious: Dictionary Learning With Noise and Outliers},
  journal   = {{IEEE} Trans. Information Theory},
  volume    = {61},
  number    = {11},
  pages     = {6298--6319},
  year      = {2015},
  url       = {https://doi.org/10.1109/TIT.2015.2472522},
  doi       = {10.1109/TIT.2015.2472522},
  timestamp = {Sun, 28 May 2017 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tit/GribonvalJB15.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/FrenoSJA15,
  author    = {Antonino Freno and
               Martin Saveski and
               Rodolphe Jenatton and
               C{\'{e}}dric Archambeau},
  editor    = {Longbing Cao and
               Chengqi Zhang and
               Thorsten Joachims and
               Geoffrey I. Webb and
               Dragos D. Margineantu and
               Graham Williams},
  title     = {One-Pass Ranking Models for Low-Latency Product Recommendations},
  booktitle = {Proceedings of the 21th {ACM} {SIGKDD} International Conference on
               Knowledge Discovery and Data Mining, Sydney, NSW, Australia, August
               10-13, 2015},
  pages     = {1789--1798},
  publisher = {{ACM}},
  year      = {2015},
  url       = {https://doi.org/10.1145/2783258.2788579},
  doi       = {10.1145/2783258.2788579},
  timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/conf/kdd/FrenoSJA15.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/JenattonHA15,
  author    = {Rodolphe Jenatton and
               Jim C. Huang and
               C{\'{e}}dric Archambeau},
  title     = {Adaptive Algorithms for Online Convex Optimization with Long-term
               Constraints},
  journal   = {CoRR},
  volume    = {abs/1512.07422},
  year      = {2015},
  url       = {http://arxiv.org/abs/1512.07422},
  archivePrefix = {arXiv},
  eprint    = {1512.07422},
  timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/corr/JenattonHA15.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ssp/SeibertKGJB14,
  author    = {Matthias Seibert and
               Martin Kleinsteuber and
               R{\'{e}}mi Gribonval and
               Rodolphe Jenatton and
               Francis R. Bach},
  title     = {On the sample complexity of sparse dictionary learning},
  booktitle = {{IEEE} Workshop on Statistical Signal Processing, {SSP} 2014, Gold
               Coast, Australia, June 29 - July 2, 2014},
  pages     = {244--247},
  publisher = {{IEEE}},
  year      = {2014},
  url       = {https://doi.org/10.1109/SSP.2014.6884621},
  doi       = {10.1109/SSP.2014.6884621},
  timestamp = {Wed, 16 Oct 2019 14:14:54 +0200},
  biburl    = {https://dblp.org/rec/conf/ssp/SeibertKGJB14.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/GribonvalJB14,
  author    = {R{\'{e}}mi Gribonval and
               Rodolphe Jenatton and
               Francis R. Bach},
  title     = {Sparse and spurious: dictionary learning with noise and outliers},
  journal   = {CoRR},
  volume    = {abs/1407.5155},
  year      = {2014},
  url       = {http://arxiv.org/abs/1407.5155},
  archivePrefix = {arXiv},
  eprint    = {1407.5155},
  timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/corr/GribonvalJB14.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/FogelJBd13,
  author    = {Fajwel Fogel and
               Rodolphe Jenatton and
               Francis R. Bach and
               Alexandre d'Aspremont},
  editor    = {Christopher J. C. Burges and
               L{\'{e}}on Bottou and
               Zoubin Ghahramani and
               Kilian Q. Weinberger},
  title     = {Convex Relaxations for Permutation Problems},
  booktitle = {Advances in Neural Information Processing Systems 26: 27th Annual
               Conference on Neural Information Processing Systems 2013. Proceedings
               of a meeting held December 5-8, 2013, Lake Tahoe, Nevada, United States},
  pages     = {1016--1024},
  year      = {2013},
  url       = {http://papers.nips.cc/paper/4986-convex-relaxations-for-permutation-problems},
  timestamp = {Wed, 06 May 2015 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/nips/FogelJBd13.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/GribonvalJBKS13,
  author    = {R{\'{e}}mi Gribonval and
               Rodolphe Jenatton and
               Francis R. Bach and
               Martin Kleinsteuber and
               Matthias Seibert},
  title     = {Sample Complexity of Dictionary Learning and other Matrix Factorizations},
  journal   = {CoRR},
  volume    = {abs/1312.3790},
  year      = {2013},
  url       = {http://arxiv.org/abs/1312.3790},
  archivePrefix = {arXiv},
  eprint    = {1312.3790},
  timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/corr/GribonvalJBKS13.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ftml/BachJMO12,
  author    = {Francis R. Bach and
               Rodolphe Jenatton and
               Julien Mairal and
               Guillaume Obozinski},
  title     = {Optimization with Sparsity-Inducing Penalties},
  journal   = {Foundations and Trends in Machine Learning},
  volume    = {4},
  number    = {1},
  pages     = {1--106},
  year      = {2012},
  url       = {https://doi.org/10.1561/2200000015},
  doi       = {10.1561/2200000015},
  timestamp = {Sat, 20 May 2017 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/ftml/BachJMO12.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamis/JenattonGMOEBT12,
  author    = {Rodolphe Jenatton and
               Alexandre Gramfort and
               Vincent Michel and
               Guillaume Obozinski and
               Evelyn Eger and
               Francis R. Bach and
               Bertrand Thirion},
  title     = {Multiscale Mining of fMRI Data with Hierarchical Structured Sparsity},
  journal   = {{SIAM} J. Imaging Sciences},
  volume    = {5},
  number    = {3},
  pages     = {835--856},
  year      = {2012},
  url       = {https://doi.org/10.1137/110832380},
  doi       = {10.1137/110832380},
  timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/siamis/JenattonGMOEBT12.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/JenattonRBO12,
  author    = {Rodolphe Jenatton and
               Nicolas Le Roux and
               Antoine Bordes and
               Guillaume Obozinski},
  editor    = {Peter L. Bartlett and
               Fernando C. N. Pereira and
               Christopher J. C. Burges and
               L{\'{e}}on Bottou and
               Kilian Q. Weinberger},
  title     = {A latent factor model for highly multi-relational data},
  booktitle = {Advances in Neural Information Processing Systems 25: 26th Annual
               Conference on Neural Information Processing Systems 2012. Proceedings
               of a meeting held December 3-6, 2012, Lake Tahoe, Nevada, United States},
  pages     = {3176--3184},
  year      = {2012},
  url       = {http://papers.nips.cc/paper/4744-a-latent-factor-model-for-highly-multi-relational-data},
  timestamp = {Thu, 11 Dec 2014 17:34:07 +0100},
  biburl    = {https://dblp.org/rec/conf/nips/JenattonRBO12.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1210-0685,
  author    = {Rodolphe Jenatton and
               R{\'{e}}mi Gribonval and
               Francis R. Bach},
  title     = {Local stability and robustness of sparse dictionary learning in the
               presence of noise},
  journal   = {CoRR},
  volume    = {abs/1210.0685},
  year      = {2012},
  url       = {http://arxiv.org/abs/1210.0685},
  archivePrefix = {arXiv},
  eprint    = {1210.0685},
  timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/corr/abs-1210-0685.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/hal/Jenatton11,
  author    = {Rodolphe Jenatton},
  title     = {Structured Sparsity-Inducing Norms : Statistical and Algorithmic Properties
               with Applications to Neuroimaging. (Normes Parcimonieuses Structur{\'{e}}es
               : Propri{\'{e}}t{\'{e}}s Statistiques et Algorithmiques
               avec Applications {\`{a}} l'Imagerie C{\'{e}}r{\'{e}}brale)},
  school    = {{\'{E}}cole normale sup{\'{e}}rieure de Cachan, France},
  year      = {2011},
  url       = {https://tel.archives-ouvertes.fr/tel-00673326},
  timestamp = {Mon, 11 Jul 2016 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/phd/hal/Jenatton11.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/JenattonMOB11,
  author    = {Rodolphe Jenatton and
               Julien Mairal and
               Guillaume Obozinski and
               Francis R. Bach},
  title     = {Proximal Methods for Hierarchical Sparse Coding},
  journal   = {J. Mach. Learn. Res.},
  volume    = {12},
  pages     = {2297--2334},
  year      = {2011},
  url       = {http://dl.acm.org/citation.cfm?id=2021074},
  timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/jmlr/JenattonMOB11.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/MairalJOB11,
  author    = {Julien Mairal and
               Rodolphe Jenatton and
               Guillaume Obozinski and
               Francis R. Bach},
  title     = {Convex and Network Flow Optimization for Structured Sparsity},
  journal   = {J. Mach. Learn. Res.},
  volume    = {12},
  pages     = {2681--2720},
  year      = {2011},
  url       = {http://dl.acm.org/citation.cfm?id=2078191},
  timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/jmlr/MairalJOB11.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/JenattonAB11,
  author    = {Rodolphe Jenatton and
               Jean{-}Yves Audibert and
               Francis R. Bach},
  title     = {Structured Variable Selection with Sparsity-Inducing Norms},
  journal   = {J. Mach. Learn. Res.},
  volume    = {12},
  pages     = {2777--2824},
  year      = {2011},
  url       = {http://dl.acm.org/citation.cfm?id=2078194},
  timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/jmlr/JenattonAB11.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/prni/JenattonGMOBT11,
  author    = {Rodolphe Jenatton and
               Alexandre Gramfort and
               Vincent Michel and
               Guillaume Obozinski and
               Francis R. Bach and
               Bertrand Thirion},
  title     = {Multi-scale Mining of fMRI Data with Hierarchical Structured Sparsity},
  booktitle = {2011 International Workshop on Pattern Recognition in NeuroImaging,
               {PRNI} 2011, Seoul, South Korea, May 16-18, 2011},
  pages     = {69--72},
  publisher = {{IEEE} Computer Society},
  year      = {2011},
  url       = {https://doi.org/10.1109/PRNI.2011.15},
  doi       = {10.1109/PRNI.2011.15},
  timestamp = {Wed, 16 Oct 2019 14:14:53 +0200},
  biburl    = {https://dblp.org/rec/conf/prni/JenattonGMOBT11.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1104-1872,
  author    = {Julien Mairal and
               Rodolphe Jenatton and
               Guillaume Obozinski and
               Francis R. Bach},
  title     = {Convex and Network Flow Optimization for Structured Sparsity},
  journal   = {CoRR},
  volume    = {abs/1104.1872},
  year      = {2011},
  url       = {http://arxiv.org/abs/1104.1872},
  archivePrefix = {arXiv},
  eprint    = {1104.1872},
  timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/corr/abs-1104-1872.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1108-0775,
  author    = {Francis R. Bach and
               Rodolphe Jenatton and
               Julien Mairal and
               Guillaume Obozinski},
  title     = {Optimization with Sparsity-Inducing Penalties},
  journal   = {CoRR},
  volume    = {abs/1108.0775},
  year      = {2011},
  url       = {http://arxiv.org/abs/1108.0775},
  archivePrefix = {arXiv},
  eprint    = {1108.0775},
  timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/corr/abs-1108-0775.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1109-2397,
  author    = {Francis R. Bach and
               Rodolphe Jenatton and
               Julien Mairal and
               Guillaume Obozinski},
  title     = {Structured sparsity through convex optimization},
  journal   = {CoRR},
  volume    = {abs/1109.2397},
  year      = {2011},
  url       = {http://arxiv.org/abs/1109.2397},
  archivePrefix = {arXiv},
  eprint    = {1109.2397},
  timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/corr/abs-1109-2397.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1110-4481,
  author    = {Julien Mairal and
               Rodolphe Jenatton and
               Guillaume Obozinski and
               Francis R. Bach},
  title     = {Learning Hierarchical and Topographic Dictionaries with Structured
               Sparsity},
  journal   = {CoRR},
  volume    = {abs/1110.4481},
  year      = {2011},
  url       = {http://arxiv.org/abs/1110.4481},
  archivePrefix = {arXiv},
  eprint    = {1110.4481},
  timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/corr/abs-1110-4481.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/JenattonMOB10,
  author    = {Rodolphe Jenatton and
               Julien Mairal and
               Guillaume Obozinski and
               Francis R. Bach},
  editor    = {Johannes F{\"{u}}rnkranz and
               Thorsten Joachims},
  title     = {Proximal Methods for Sparse Hierarchical Dictionary Learning},
  booktitle = {Proceedings of the 27th International Conference on Machine Learning
               (ICML-10), June 21-24, 2010, Haifa, Israel},
  pages     = {487--494},
  publisher = {Omnipress},
  year      = {2010},
  url       = {https://icml.cc/Conferences/2010/papers/416.pdf},
  timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/icml/JenattonMOB10.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/MairalJOB10,
  author    = {Julien Mairal and
               Rodolphe Jenatton and
               Guillaume Obozinski and
               Francis R. Bach},
  editor    = {John D. Lafferty and
               Christopher K. I. Williams and
               John Shawe{-}Taylor and
               Richard S. Zemel and
               Aron Culotta},
  title     = {Network Flow Algorithms for Structured Sparsity},
  booktitle = {Advances in Neural Information Processing Systems 23: 24th Annual
               Conference on Neural Information Processing Systems 2010. Proceedings
               of a meeting held 6-9 December 2010, Vancouver, British Columbia,
               Canada},
  pages     = {1558--1566},
  publisher = {Curran Associates, Inc.},
  year      = {2010},
  url       = {http://papers.nips.cc/paper/3965-network-flow-algorithms-for-structured-sparsity},
  timestamp = {Thu, 11 Dec 2014 17:34:08 +0100},
  biburl    = {https://dblp.org/rec/conf/nips/MairalJOB10.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/JenattonOB10,
  author    = {Rodolphe Jenatton and
               Guillaume Obozinski and
               Francis R. Bach},
  editor    = {Yee Whye Teh and
               D. Mike Titterington},
  title     = {Structured Sparse Principal Component Analysis},
  booktitle = {Proceedings of the Thirteenth International Conference on Artificial
               Intelligence and Statistics, {AISTATS} 2010, Chia Laguna Resort, Sardinia,
               Italy, May 13-15, 2010},
  series    = {{JMLR} Proceedings},
  volume    = {9},
  pages     = {366--373},
  publisher = {JMLR.org},
  year      = {2010},
  url       = {http://proceedings.mlr.press/v9/jenatton10a.html},
  timestamp = {Wed, 29 May 2019 08:41:44 +0200},
  biburl    = {https://dblp.org/rec/journals/jmlr/JenattonOB10.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1008-5209,
  author    = {Julien Mairal and
               Rodolphe Jenatton and
               Guillaume Obozinski and
               Francis R. Bach},
  title     = {Network Flow Algorithms for Structured Sparsity},
  journal   = {CoRR},
  volume    = {abs/1008.5209},
  year      = {2010},
  url       = {http://arxiv.org/abs/1008.5209},
  archivePrefix = {arXiv},
  eprint    = {1008.5209},
  timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/corr/abs-1008-5209.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
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