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Article dans une revue
Pierre Gratier, Jérôme Pety, Emeric Bron, Antoine Roueff, Jan H. Orkisz, Maryvonne Gerin, Victor de Souza Magalhaes, Mathilde Gaudel, Maxime Vono, Sébastien Bardeau, Jocelyn Chanussot, Pierre Chainais, Javier R. Goicoechea, Viviana V. Guzmán, Annie Hughes, Jouni Kainulainen, David Languignon, Jacques Le Bourlot, Franck Le Petit, François Levrier, Harvey Liszt, Nicolas Peretto, Evelyne Roueff, Albrecht Sievers
Quantitative inference of the H2 column densities from 3 mm molecular emission: case study towards Orion B
Astronomy and Astrophysics - A&A, EDP Sciences, 2021, 645, pp.A27. ⟨10.1051/0004-6361/202037871⟩
Article dans une revue
Sylvain Meignen, Duong-Hung Pham, Marcelo Colominas
On the use of short-time Fourier transform and synchrosqueezing-based demodulation for the retrieval of the modes of multicomponent signals
Signal Processing, Elsevier, 2021, 178, pp.107760. ⟨10.1016/j.sigpro.2020.107760⟩
Article dans une revue
Corinne Berzin
Estimation of local anisotropy based on level sets
Electronic Journal of Probability, Institute of Mathematical Statistics (IMS), 2021, 26, pp.1-72. ⟨10.1214/21-EJP721⟩
Article dans une revue
Rocco Restaino, Gemine Vivone, Paolo Addesso, Jocelyn Chanussot
Hyperspectral Sharpening Approaches Using Satellite Multiplatform Data
IEEE Transactions on Geoscience and Remote Sensing, Institute of Electrical and Electronics Engineers, 2021, 59 (1), pp.578-596. ⟨10.1109/TGRS.2020.3000267⟩
Communication dans un congrès
Antoine Usseglio-Carleve, Stéphane Girard, Gilles Stupfler
On automatic bias reduction for extreme expectile estimation
CMStatistics 2020 - 13th International Conference of the ERCIM WG on Computational and Methodological Statistics, Dec 2020, London / Virtual, United Kingdom
Communication dans un congrès
Aude Maignan, Tony Scott
Quantum clustering analysis: Minima of the potential energy function
International Conference on Machine Learning Techniques and Data Science (MLDS), Dec 2020, Sydney, Australia
Rapport
Francoise Berthoud, Anne Delaballe, Jonathan Dumon, Nicolas Gratiot, Guillaume Mandil
Enquête utopies et principes de réalités : un campus d’après à Grenoble
[Autre] Université Grenoble Alpes [2020-..]. 2020
Article dans une revue
Florian Privé, Julyan Arbel, Bjarni J Vilhjálmsson
LDpred2: better, faster, stronger
Bioinformatics, Oxford University Press (OUP), 2020, 36 (22-23), pp.5424-5431. ⟨10.1093/bioinformatics/btaa1029⟩
Thèse
Dexiong Chen
Modélisation de données structurées avec des machines profondes à noyaux et des applications en biologie computationnelle
Bioinformatics [q-bio.QM]. Université Grenoble Alpes [2020-..], 2020. English. ⟨NNT : 2020GRALM070⟩
Pré-publication, Document de travail
Rodney Coleman, Laurent Zwald
Solvability by radicals
2020
Article dans une revue
Kathrin Smetana, Olivier Zahm
Randomized residual-based error estimators for the Proper Generalized Decomposition approximation of parametrized problems
International Journal for Numerical Methods in Engineering, Wiley, 2020, Special Issue: Credible High‐Fidelity and Low‐Cost Simulations in Computational Engineering, 121 (23), pp.5153-5177. ⟨10.1002/nme.6339⟩
HDR
Xavier Alameda-Pineda
Towards Probabilistic Generative Models for Socially Intelligent Robots
Computer Vision and Pattern Recognition [cs.CV]. Université Grenoble - Alpes, 2020
Pré-publication, Document de travail
Ricardo Baptista, Olivier Zahm, Youssef Marzouk
An adaptive transport framework for joint and conditional density estimation
2020
Thèse
Fabien Boux
Méthodes statistiques pour l'imagerie vasculaire par résonance magnétique : application au cerveau épileptique
Medical Imaging. Université Grenoble Alpes [2020-..], 2020. English. ⟨NNT : 2020GRALM068⟩
Communication dans un congrès
Aboubacrène Ag Ahmad, Stéphane Girard, Antoine Usseglio-Carleve, Aliou Diop, El Hadji Deme
Estimation of extreme quantiles from heavy-tailed distributions in a semi-parametric location-dispersion regression model
2020 - Quatrièmes rencontres des jeunes chercheurs africains en France, Dec 2020, Virtual, France. pp.1-5
Thèse
Daan Wynen
Une représentation archétypale de style artistique : résumer et manipuler des stylesartistiques d'une façon interprétable
Image Processing [eess.IV]. Université Grenoble Alpes [2020-..], 2020. English. ⟨NNT : 2020GRALM066⟩
Thèse
Anna Melnykova
Analyse statistique et numérique des modèles à sauts et des diffusions en biologie
Probability [math.PR]. Cergy Paris Université, 2020. English
Communication dans un congrès
Maha Elbayad, Michael Ustaszewski, Emmanuelle Esperança-Rodier, Francis Brunet-Manquat, Jakob Verbeek, Laurent Besacier
Online Versus Offline NMT Quality: An In-depth Analysis on English–German and German–English
COLING 2020 - 28th International Conference on Computational Linguistics, Dec 2020, Virtual, Spain. pp.5047-5058, ⟨10.18653/v1/2020.coling-main.443⟩
Communication dans un congrès
Jian Cao, Romain Brossier, Ludovic Métivier
Comparison of Formulations for Representing the Fluid-Solid Coupling Using the Spectral Element Method
EAGE 2020 Annual Conference & Exhibition Online, Dec 2020, Online, Netherlands. pp.1-5, ⟨10.3997/2214-4609.202011336⟩
Communication dans un congrès
Sophie Thery
On the links between observed and theoretical convergence rates for Schwarz waveform relaxation algorithm for the time-dependent problems
26th International Domain Decomposition Conference, Dec 2020, Hong Kong, China
Communication dans un congrès
Simon Clement, Florian Lemarié, Eric Blayo
Discrete analysis of Schwarz Waveform Relaxation for a simplified air-sea coupling problem with nonlinear transmission conditions
DD26 - 26th International Domain Decomposition Conference, Dec 2020, Hong Kong, Hong Kong SAR China. pp.1-8
Communication dans un congrès
Sophie Thery, Eric Blayo, Florian Lemarié
Schwarz algorithms for ocean-atmosphere coupled problems including turbulent boundary layer parameterizations
DD26 2020 - 26th International Domain Decomposition Conference, Dec 2020, Hong Kong, China. pp.1-34
Communication dans un congrès
Yu-Guan Hsieh, Franck Iutzeler, Jérôme Malick, Panayotis Mertikopoulos
Explore Aggressively, Update Conservatively: Stochastic Extragradient Methods with Variable Stepsize Scaling
NeurIPS '20 - 34th International Conference on Neural Information Processing Systems, Dec 2020, Vancouver / Virtual, Canada. pp.16223--16234
Communication dans un congrès
Mathilde Caron, Ishan Misra, Julien Mairal, Priya Goyal, Piotr Bojanowski, Armand Joulin
Unsupervised Learning of Visual Features by Contrasting Cluster Assignments
34th Conference on Neural Information Processing Systems, NeurIPS'20, Dec 2020, Virtual-only, United States. pp.9912-9924
Communication dans un congrès
Michael Brennan, Daniele Bigoni, Olivier Zahm, Alessio Spantini, Youssef Marzouk
Greedy inference with structure-exploiting lazy maps
NeurIPS '20 - 34th International Conference on Neural Information Processing Systems, Dec 2020, Virtual, Canada. pp.8330-8342
Communication dans un congrès
Bruno Lecouat, Jean Ponce, Julien Mairal
A Flexible Framework for Designing Trainable Priors with Adaptive Smoothing and Game Encoding
NeurIPS '20 - 34th International Conference on Neural Information Processing Systems, Dec 2020, Vancouver, France. pp.15664-15675
Communication dans un congrès
Raphaël Berthier, Francis Bach, Pierre Gaillard
Tight Nonparametric Convergence Rates for Stochastic Gradient Descent under the Noiseless Linear Model
NeurIPS '20 - 34th International Conference on Neural Information Processing Systems, Dec 2020, Vancouver, Canada. pp.2576--2586
Pré-publication, Document de travail
Rodney Coleman, Laurent Zwald
Minimal ideals and some applications
2020
Pré-publication, Document de travail
Rodney Coleman, Laurent Zwald
Miscellaneous results on prime ideals
2020
Pré-publication, Document de travail
Rodney Coleman, Laurent Zwald
Nakayama's lemma and applications
2020