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Tree-walk kernels for computer vision

 Zaid Harchaoui , Francis Bach
Lezoray, Olivier and Grady, Leo. Image Processing and Analysis with Graphs: Theory and Practice, CRC Press, pp.499-525, 2012, Digital Imaging and Computer Vision Series, 978-1-439-85507-2
Chapitre d'ouvrage hal-00756815v1
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Deep Equals Shallow for ReLU Networks in Kernel Regimes

 Alberto Bietti , Francis Bach
ICLR 2021 - International Conference on Learning Representations, May 2021, Virtual, Austria. pp.1-22
Communication dans un congrès hal-02963250v2
Image document

Tight Nonparametric Convergence Rates for Stochastic Gradient Descent under the Noiseless Linear Model

 Raphaël Berthier , Francis Bach , Pierre Gaillard
NeurIPS '20 - 34th International Conference on Neural Information Processing Systems, Dec 2020, Vancouver, Canada. pp.2576--2586
Communication dans un congrès hal-02866755v2
Image document

Sparse Modeling for Image and Vision Processing

 Julien Mairal , Francis Bach , Jean Ponce
now publishers, 8 (2-3), pp.85-283, 2014, Foundations and Trends in Computer Graphics and Vision, 978-1-68083-008-8. ⟨10.1561/0600000058⟩
Ouvrages hal-01081139v2
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Kernel-Based Methods for Hypothesis Testing: A Unified View

 Zaid Harchaoui , Francis Bach , Olivier Cappé , Eric Moulines
IEEE Signal Processing Magazine, 2013, Special Issue on Advances in Kernel-Based Learning for Signal Processing, 30 (4), pp.87-97. ⟨10.1109/MSP.2013.2253631⟩
Article dans une revue hal-00841978v1
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A Continuized View on Nesterov Acceleration

 Raphaël Berthier , Francis Bach , Nicolas Flammarion , Pierre Gaillard , Adrien Taylor
2021
Pré-publication, Document de travail hal-03138823v1
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Structured Penalties for Log-linear Language Models

 Anil Nelakanti , Cédric Archambeau , Julien Mairal , Francis Bach , Guillaume Bouchard
EMNLP - Empirical Methods in Natural Language Processing, Oct 2013, Seattle, United States. pp.233-243
Communication dans un congrès hal-00904820v1
Image document

Finding Actors and Actions in Movies

 Piotr Bojanowski , Francis Bach , Ivan Laptev , Jean Ponce , Cordelia Schmid , et al.
ICCV 2013 - IEEE International Conference on Computer Vision, Dec 2013, Sydney, Australia. pp.2280-2287, ⟨10.1109/ICCV.2013.283⟩
Communication dans un congrès hal-00904991v1
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Weakly Supervised Action Labeling in Videos Under Ordering Constraints

 Piotr Bojanowski , Rémi Lajugie , Francis Bach , Ivan Laptev , Jean Ponce , et al.
ECCV - European Conference on Computer Vision, Sep 2014, Zurich, Switzerland. pp.628-643, ⟨10.1007/978-3-319-10602-1_41⟩
Communication dans un congrès hal-01053967v1
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A Continuized View on Nesterov Acceleration for Stochastic Gradient Descent and Randomized Gossip

 Mathieu Even , Raphaël Berthier , Francis Bach , Nicolas Flammarion , Pierre Gaillard , et al.
NeurIPS 2021 - 35th Conference on Neural Information Processing Systems, Dec 2021, Sydney (virtual), Australia. pp.1-32
Communication dans un congrès hal-03405165v1
Image document

Weakly-Supervised Alignment of Video With Text

 Piotr Bojanowski , Rémi Lajugie , Edouard Grave , Francis Bach , Ivan Laptev , et al.
ICCV - IEEE International Conference on Computer Vision, Dec 2015, Santiago, Chile. pp.4462-4470, ⟨10.1109/ICCV.2015.507⟩
Communication dans un congrès hal-01154523v2
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