Recent Publications
Thèse
Andrei Kulunchakov
Optimisation stochastique pour l'apprentissage machine à grande échelle : réduction de la variance et accélération
Statistics [math.ST]. Université Grenoble Alpes [2020-..], 2020. English. ⟨NNT : 2020GRALM057⟩
Communication dans un congrès
Cécile Cordier, Manon Sailley, Jean-Yves Courtonne, Boris Duflot, François Cadudal, Christophe Perrot, Aude Brion, René Baumont
Quantify raw material flows used in animal feed in France and segment consumptions by animal sector
3R 2020 - 25e édition Congrès international francophone sur les Rencontres Recherches Ruminants, Dec 2020, Paris, France. pp.1-5
Communication dans un congrès
Emilie Rouzies, Claire Lauvernet, Arthur Vidard
How can we quantify and reduce the uncertainty of a watershed-scale pesticide transfer model? A comparison of several approaches
AGU, Fall meeting 2020, Dec 2020, Online, United States. pp.1
Article dans une revue
Franck Iutzeler, Jérôme Malick
Nonsmoothness in Machine Learning: specific structure, proximal identification, and applications
Set-Valued and Variational Analysis, Springer, 2020, 28 (4), pp.661-678. ⟨10.1007/s11228-020-00561-1⟩
Article dans une revue
Gilles Bareilles, Yassine Laguel, Dmitry Grishchenko, Franck Iutzeler, Jérôme Malick
Randomized Progressive Hedging methods for Multi-stage Stochastic Programming
Annals of Operations Research, Springer Verlag, 2020, 295, pp.535-560. ⟨10.1007/s10479-020-03811-5⟩
Article dans une revue
Thibault Tricard, Vincent Tavernier, Cédric Zanni, Jonàs Martínez, Pierre-Alexandre Hugron, Fabrice Neyret, Sylvain Lefebvre
Freely orientable microstructures for designing deformable 3D prints
ACM Transactions on Graphics, Association for Computing Machinery, 2020, 39 (6), pp.1-16. ⟨10.1145/3414685.3417790⟩
Article dans une revue
Bo Ren, Biao Hou, Jocelyn Chanussot, Licheng Jiao
Modified Tensor Distance-Based Multiview Spectral Embedding for PolSAR Land Cover Classification
IEEE Geoscience and Remote Sensing Letters, IEEE - Institute of Electrical and Electronics Engineers, 2020, 17 (12), pp.2095-2099. ⟨10.1109/LGRS.2019.2962185⟩
Rapport
Luce Brotcorne, Anne Canteaut, Aline Carneiro Viana, Céline Grandmont, Benjamin Guedj, Stéphane Huot, Valérie Issarny, Guillaume Pallez, Valérie Perrier, Vivien Quema, Jean-Baptiste Pomet, Xavier Rival, Sylvain Salvati, Emmanuel Thomé
Indicateurs de suivi de l'activité scientifique de l'Inria
[Rapport de recherche] Inria. 2020
Article dans une revue
Hakan Cevikalp, Hasan Serhan Yavuz, Bill Triggs
Face Recognition Based on Videos by Using Convex Hulls
IEEE Transactions on Circuits and Systems for Video Technology, Institute of Electrical and Electronics Engineers, 2020, 30 (12), pp.4481-4495. ⟨10.1109/TCSVT.2019.2926165⟩
Communication dans un congrès
Boyao Zhou, Jean-Sébastien Franco, Federica Bogo, Bugra Tekin, Edmond Boyer
Reconstructing Human Body Mesh from Point Clouds by Adversarial GP Network
ACCV - Asian Conference on Computer Vision, Nov 2020, Kyoto, Japan. pp.123-139, ⟨10.1007/978-3-030-69525-5_8⟩
Communication dans un congrès
Stéphane Girard, Aboubacrène Ag Ahmad, El Hadji Deme, Aliou Diop, Antoine Usseglio-Carleve
Estimation of extreme quantiles from heavy-tailed distributions in a location-dispersion regression model
StressTest-2020 - International Workshop on Stress Test and Risk Management, Nov 2020, Paris / Virtual, France
Pré-publication, Document de travail
Ruoshi Zhang, Milot Mirdita, Eli Levy Karin, Clovis Norroy, Clovis Galiez, Johannes Söding
SpacePHARER: Sensitive identification of phages from CRISPR spacers in prokaryotic hosts
2020
Article dans une revue
Guillaume Loubet, Tizian Zeltner, Nicolas Holzschuch, Wenzel Jakob
Slope-space integrals for specular next event estimation
ACM Transactions on Graphics, Association for Computing Machinery, 2020, 39 (6), pp.1-13. ⟨10.1145/3414685.3417811⟩
Thèse
Victoria Fernandez-Abrevaya
Apprentissage à grande échelle de modèles de formes et de mouvements pour le visage 3D
Computer Vision and Pattern Recognition [cs.CV]. Université Grenoble Alpes [2020-..], 2020. English. ⟨NNT : 2020GRALM059⟩
Communication dans un congrès
Morgane Gerardin, Nicolas Holzschuch, Alain Ibanez, Bernard Schmitt, Pauline Martinetto
Correlation between micro-structural features and color of nanocrystallized powders of hematite
AIC 2020 - Association Internationale de la Couleur / Couleur Naturelles - Couleurs Numériques, Nov 2020, Avignon, France. pp.1-7
Communication dans un congrès
Robin Strudel, Ricardo Garcia, Justin Carpentier, Jean-Paul Laumond, Ivan Laptev, Cordelia Schmid
Learning Obstacle Representations for Neural Motion Planning
CoRL 2020 - Conference on Robot Learning, Nov 2020, Cambridge MA / Virtual, United States. pp.355-364
Article dans une revue
Clément Brossard, Olivier Montigon, Fabien Boux, Aurélien Delphin, Thomas Christen, Emmanuel L Barbier, Benjamin Lemasson
MP3: Medical software for Processing multi-Parametric images Pipelines
Frontiers in Neuroinformatics, Frontiers, 2020, 14, pp.594799:1-10. ⟨10.3389/fninf.2020.594799⟩
Article dans une revue
Fairouz Zobiri, Nacim Meslem, Brigitte Bidégaray-Fesquet
Self-triggered stabilizing controllers for linear continuous-time systems
International Journal of Robust and Nonlinear Control, Wiley, 2020, 30 (16), pp.6502-6517. ⟨10.1002/rnc.5123⟩
Pré-publication, Document de travail
Anant Raj, Pierre Gaillard, Christophe Saad
Non-stationary Online Regression
2020
Thèse
Dmitry Grishchenko
Optimisation proximale avec réduction automatique de dimension
Distributed, Parallel, and Cluster Computing [cs.DC]. Université Grenoble Alpes [2020-..], 2020. English. ⟨NNT : 2020GRALM055⟩
Article dans une revue
Xavier Bultel, Jannik Dreier, Jean-Guillaume Dumas, Pascal Lafourcade
A Faster Cryptographer's Conspiracy Santa
Theoretical Computer Science, Elsevier, 2020, 839, pp.122-134. ⟨10.1016/j.tcs.2020.05.034⟩
Article dans une revue
Léa Brenière, Laurent Doyen, Christophe Bérenguer
Virtual age models with time-dependent covariates: A framework for simulation, parametric inference and quality of estimation
Reliability Engineering and System Safety, Elsevier, 2020, 203, pp.107054. ⟨10.1016/j.ress.2020.107054⟩
Article dans une revue
Roland Hildebrand
Sur la structure algébrique du cône copositif
Optimization Letters, Springer Verlag, 2020, 14, pp.2007-2019. ⟨10.1007/s11590-020-01591-2⟩
Article dans une revue
Anatoli B. Juditsky, Arkadi Nemirovski
Estimating linear and quadratic forms via indirect observations
Bernoulli, Bernoulli Society for Mathematical Statistics and Probability, 2020, 26 (4), pp.2639-2669. ⟨10.3150/20-BEJ1200⟩
Article dans une revue
Franck Iutzeler, Jérôme Malick, Welington de Oliveira
Asynchronous level bundle methods
Mathematical Programming, Springer Verlag, 2020, 184, pp.319-348. ⟨10.1007/s10107-019-01414-y⟩
Article dans une revue
Gilles Bareilles, Franck Iutzeler
On the interplay between acceleration and identification for the proximal gradient algorithm
Computational Optimization and Applications, Springer Verlag, 2020, 77, pp.351-378. ⟨10.1007/s10589-020-00218-7⟩
Article dans une revue
Yang Xu, Zebin Wu, Jocelyn Chanussot, Zhihui Wei
Hyperspectral Images Super-Resolution via Learning High-Order Coupled Tensor Ring Representation
IEEE Transactions on Neural Networks and Learning Systems, IEEE, 2020, 31 (11), pp.4747-4760. ⟨10.1109/TNNLS.2019.2957527⟩
Article dans une revue
Anatoli B. Juditsky, Arkadi Nemirovski, Liyan Xie, Yao Xie
Convex Parameter Recovery for Interacting Marked Processes
IEEE Journal on Selected Areas in Information Theory, IEEE, 2020, 1 (3), pp.799-813. ⟨10.1109/JSAIT.2020.3040999⟩