Obozinski, Guillaume

17 publications

ICLR 2020 Empirical Bayes Transductive Meta-Learning with Synthetic Gradients Shell Xu Hu, Pablo G. Moreno, Yang Xiao, Xi Shen, Guillaume Obozinski, Neil D. Lawrence, Andreas Damianou

ICLR 2020 Tensor Decompositions for Temporal Knowledge Base Completion Timothée Lacroix, Guillaume Obozinski, Nicolas Usunier

AISTATS 2019 Fast Algorithms for Sparse Reduced-Rank Regression Benjamin Dubois, Jean-François Delmas, Guillaume Obozinski

ICML 2018 Canonical Tensor Decomposition for Knowledge Base Completion Timothee Lacroix, Nicolas Usunier, Guillaume Obozinski

AISTATS 2018 SDCA-Powered Inexact Dual Augmented Lagrangian Method for Fast CRF Learning Xu Hu, Guillaume Obozinski

AISTATS 2017 Fast Column Generation for Atomic Norm Regularization Marina Vinyes, Guillaume Obozinski

AISTATS 2016 Cut Pursuit: Fast Algorithms to Learn Piecewise Constant Functions Loïc Landrieu, Guillaume Obozinski

CVPR 2015 A MRF Shape Prior for Facade Parsing with Occlusions Mateusz Kozinski, Raghudeep Gadde, Sergey Zagoruyko, Guillaume Obozinski, Renaud Marlet

UAI 2014 Continuously Indexed Potts Models on Unoriented Graphs Loïc Landrieu, Guillaume Obozinski

CVPR 2013 Learning and Calibrating Per-Location Classifiers for Visual Place Recognition Petr Gronat, Guillaume Obozinski, Josef Sivic, Tomas Pajdla

ICML 2012 On the Equivalence Between Herding and Conditional Gradient Algorithms Francis R. Bach, Simon Lacoste-Julien, Guillaume Obozinski

FnTML 2012 Optimization with Sparsity-Inducing Penalties Francis R. Bach, Rodolphe Jenatton, Julien Mairal, Guillaume Obozinski

JMLR 2011 Convex and Network Flow Optimization for Structured Sparsity Julien Mairal, Rodolphe Jenatton, Guillaume Obozinski, Francis Bach

JMLR 2011 Proximal Methods for Hierarchical Sparse Coding Rodolphe Jenatton, Julien Mairal, Guillaume Obozinski, Francis Bach

ICML 2010 Proximal Methods for Sparse Hierarchical Dictionary Learning Rodolphe Jenatton, Julien Mairal, Guillaume Obozinski, Francis R. Bach

AISTATS 2010 Structured Sparse Principal Component Analysis Rodolphe Jenatton, Guillaume Obozinski, Francis Bach

ICML 2009 Group Lasso with Overlap and Graph Lasso Laurent Jacob, Guillaume Obozinski, Jean-Philippe Vert