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Guillaume Obozinski
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Publications
- 2014
- [c16]Edouard Grave, Guillaume Obozinski, Francis R. Bach:
A Markovian approach to distributional semantics with application to semantic compositionality. COLING 2014: 1447-1456 - 2013
- [c13]Edouard Grave, Guillaume Obozinski, Francis R. Bach:
Hidden Markov tree models for semantic class induction. CoNLL 2013: 94-103 - [i10]Edouard Grave, Guillaume Obozinski, Francis R. Bach:
Domain adaptation for sequence labeling using hidden Markov models. CoRR abs/1312.4092 (2013) - 2012
- [j5]Francis R. Bach, Rodolphe Jenatton, Julien Mairal, Guillaume Obozinski:
Optimization with Sparsity-Inducing Penalties. Found. Trends Mach. Learn. 4(1): 1-106 (2012) - [j4]Rodolphe Jenatton, Alexandre Gramfort, Vincent Michel, Guillaume Obozinski, Evelyn Eger, Francis R. Bach, Bertrand Thirion:
Multiscale Mining of fMRI Data with Hierarchical Structured Sparsity. SIAM J. Imaging Sci. 5(3): 835-856 (2012) - [c11]Francis R. Bach, Simon Lacoste-Julien, Guillaume Obozinski:
On the Equivalence between Herding and Conditional Gradient Algorithms. ICML 2012 - [i9]Francis R. Bach, Simon Lacoste-Julien, Guillaume Obozinski:
On the Equivalence between Herding and Conditional Gradient Algorithms. CoRR abs/1203.4523 (2012) - [i8]Guillaume Obozinski, Francis R. Bach:
Convex Relaxation for Combinatorial Penalties. CoRR abs/1205.1240 (2012) - 2011
- [j3]Rodolphe Jenatton, Julien Mairal, Guillaume Obozinski, Francis R. Bach:
Proximal Methods for Hierarchical Sparse Coding. J. Mach. Learn. Res. 12: 2297-2334 (2011) - [j2]Julien Mairal, Rodolphe Jenatton, Guillaume Obozinski, Francis R. Bach:
Convex and Network Flow Optimization for Structured Sparsity. J. Mach. Learn. Res. 12: 2681-2720 (2011) - [c9]Edouard Grave, Guillaume Obozinski, Francis R. Bach:
Trace Lasso: a trace norm regularization for correlated designs. NIPS 2011: 2187-2195 - [c8]Rodolphe Jenatton, Alexandre Gramfort, Vincent Michel, Guillaume Obozinski, Francis R. Bach, Bertrand Thirion:
Multi-scale Mining of fMRI Data with Hierarchical Structured Sparsity. PRNI 2011: 69-72 - [i7]Julien Mairal, Rodolphe Jenatton, Guillaume Obozinski, Francis R. Bach:
Convex and Network Flow Optimization for Structured Sparsity. CoRR abs/1104.1872 (2011) - [i6]Francis R. Bach, Rodolphe Jenatton, Julien Mairal, Guillaume Obozinski:
Optimization with Sparsity-Inducing Penalties. CoRR abs/1108.0775 (2011) - [i5]Edouard Grave, Guillaume Obozinski, Francis R. Bach:
Trace Lasso: a trace norm regularization for correlated designs. CoRR abs/1109.1990 (2011) - [i4]Francis R. Bach, Rodolphe Jenatton, Julien Mairal, Guillaume Obozinski:
Structured sparsity through convex optimization. CoRR abs/1109.2397 (2011) - [i2]Julien Mairal, Rodolphe Jenatton, Guillaume Obozinski, Francis R. Bach:
Learning Hierarchical and Topographic Dictionaries with Structured Sparsity. CoRR abs/1110.4481 (2011) - 2010
- [c7]Rodolphe Jenatton, Julien Mairal, Guillaume Obozinski, Francis R. Bach:
Proximal Methods for Sparse Hierarchical Dictionary Learning. ICML 2010: 487-494 - [c6]Julien Mairal, Rodolphe Jenatton, Guillaume Obozinski, Francis R. Bach:
Network Flow Algorithms for Structured Sparsity. NIPS 2010: 1558-1566 - [c5]Rodolphe Jenatton, Guillaume Obozinski, Francis R. Bach:
Structured Sparse Principal Component Analysis. AISTATS 2010: 366-373 - [i1]Julien Mairal, Rodolphe Jenatton, Guillaume Obozinski, Francis R. Bach:
Network Flow Algorithms for Structured Sparsity. CoRR abs/1008.5209 (2010)
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