Researcher
Francis Bach
Is it you?École normale supérieure
Département d'informatique
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174 papers found
All papers authored by Francis Bach
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Rethinking LDA: moment matching for discrete ICA
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Supervised Clustering in the Data Cube
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Active-set Methods for Submodular Optimization
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Semidefinite and Spectral Relaxations for Multi-Label Classification
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Sample Complexity of Dictionary Learning and Other Matrix Factorizations
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Weakly-Supervised Alignment of Video With Text
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Weakly-Supervised Alignment of Video With Text
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Sequential Kernel Herding: Frank-Wolfe Optimization for Particle Filtering
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An online em algorithm in hidden (semi-)Markov models for audio segmentation and clustering
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From Averaging to Acceleration, There is Only a Step-size
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Learning to Learn for Structured Sparsity
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Convex Optimization for Parallel Energy Minimization
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On the Equivalence between Quadrature Rules and Random Features
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Duality Between Subgradient and Conditional Gradient Methods
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Sparse and spurious: dictionary learning with noise and outliers
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Breaking the Curse of Dimensionality with Convex Neural Networks
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Metric Learning for Temporal Sequence Alignment
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Primal-Dual Algorithms for Non-negative Matrix Factorization with the Kullback-Leibler Divergence
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Constant Step Size Least-Mean-Square: Bias-Variance Trade-offs and Optimal Sampling Distributions
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