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All publications by Francis Bach
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Spectral Norm Regularization of Orthonormal Representations for Graph Transduction
Rakesh Shivanna, Bibaswan K. Chatterjee, Raman Sankaran, Chiranjib Bhattacharyya and Francis Bach
Advances in Neural Information Processing Systems 28, 2015


Rethinking LDA: Moment Matching for Discrete ICA
Anastasia Podosinnikova, Francis Bach and Simon Lacoste-julien
Advances in Neural Information Processing Systems 28, 2015


Large-Margin Metric Learning for Constrained Partitioning Problems
Rémi Lajugie, Francis Bach and Sylvain Arlot
Proceedings of the 31st International Conference on Machine Learning (ICML-14), 2014


Metric Learning for Temporal Sequence Alignment
Rémi Lajugie, Damien Garreau, Francis Bach and Sylvain Arlot
Advances in Neural Information Processing Systems 27, 2014


SAGA: A Fast Incremental Gradient Method With Support for Non-Strongly Convex Composite Objectives
Aaron Defazio, Francis Bach and Simon Lacoste-julien
Advances in Neural Information Processing Systems 27, 2014


Intersecting singularities for multi-structured estimation
Emile Richard, Francis Bach and Jean-philippe Vert
Proceedings of the 30th International Conference on Machine Learning (ICML-13), 2013


Learning Sparse Penalties for Change-point Detection using Max Margin Interval Regression
Toby Hocking, Guillem Rigaill, Jean-philippe Vert and Francis Bach
Proceedings of the 30th International Conference on Machine Learning (ICML-13), 2013


Reflection methods for user-friendly submodular optimization
Stefanie Jegelka, Francis Bach and Suvrit Sra
Advances in Neural Information Processing Systems 26, 2013


Convex Relaxations for Permutation Problems
Fajwel Fogel, Rodolphe Jenatton, Francis Bach and Alexandre D. Aspremont
Advances in Neural Information Processing Systems 26, 2013


Non-strongly-convex smooth stochastic approximation with convergence rate O(1/n)
Francis Bach and Eric Moulines
Advances in Neural Information Processing Systems 26, 2013