Geom-SPIDER-EM: Faster Variance Reduced Stochastic Expectation Maximization for Nonconvex Finite-Sum Optimization
Gersende Fort
,
Eric Moulines
,
Hoi-To Wai
2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) , Jun 2021, Toronto, Canada
Conference papers
hal-03021394v2
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Influence of a spatial structure on the long time behavior of a competitive Lotka-Volterra type system
Hélène Leman
,
Sylvie Meleard
,
Sepideh Mirrahimi
Discrete and Continuous Dynamical Systems - Series B , 2015, 20 (2), pp.469-493
Journal articles
hal-00924459v1
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Approximation of curves with piecewise constant or piecewise linear functions
Frédéric de Gournay
,
Jonas Kahn
,
Léo Lebrat
2019
Preprints, Working Papers, ...
hal-02284549v1
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A DDFV method for a Cahn-Hilliard/Stokes phase field model with dynamic boundary conditions
Franck Boyer
,
Flore Nabet
Journal articles
hal-01249262v2
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Comparison of Numerical Methods in the Contrast Imaging Problem in NMR
Bernard Bonnard
,
Mathieu Claeys
,
Olivier Cots
,
Pierre Martinon
52nd IEEE Conference on Decision and Control , Dec 2013, Firenze, Italy
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hal-00800436v1
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Hybrid systems with constraints
Jamal Daafouz
,
Sophie Tarbouriech
,
Mario Sigalotti
Books
hal-00831446v1
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Shoot-1.1 Package - User Guide
Pierre Martinon
,
Joseph Gergaud
[Technical Report] RT-0354, INRIA. 2008, pp.41
Reports
inria-00287879v2
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Rates of Convergence of Perturbed FISTA-based algorithms
Jean-François Aujol
,
Charles Dossal
,
Gersende Fort
,
Éric Moulines
2019
Preprints, Working Papers, ...
hal-02182949v1
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The perturbed prox-preconditioned spider algorithm: non-asymptotic convergence bounds
Gersende Fort
,
E Moulines
SSP 2021 - IEEE Statistical Signal Processing Workshop , Jul 2021, Rio de Janeiro, Brazil
Conference papers
hal-03183775v2
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Isoperimetry between exponential and Gaussian
Franck Barthe
,
Patrick Cattiaux
,
Cyril Roberto
Electronic Journal of Probability , 2007, 12 (44), pp.1212-1237
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hal-00631417v1
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Reducing the debt : is it optimal to outsource an investment?
Gilles Edouard Espinosa
,
Caroline Hillairet
,
Benjamin Jourdain
,
Monique Pontier
Journal articles
hal-00824390v2
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Fast Incremental Expectation Maximization for finite-sum optimization: nonasymptotic convergence
Gersende Fort
,
Pierre Gach
,
Eric Moulines
Journal articles
hal-02617725v2
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Scheduling energy-consuming jobs on parallel machines with piecewise-linear costs and storage resources: A lot-sizing and scheduling perspective
Nabil Absi
,
Christian Artigues
,
Safia Kedad-Sidhoum
,
Sandra Ulrich Ngueveu
,
Janik Rannou
et al.
16th International Conference on Project Management and Scheduling - PMS 2018 , Apr 2018, Rome, Italy. pp.1-4
Conference papers
hal-02476472v1
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Algorithmes Gradient-Proximaux Stochastiques
Gersende Fort
,
Laurent Risser
,
Éric Moulines
,
Edouard Ollier
,
Adeline Samson
et al.
GRETSI 2017 , Sep 2017, Juan-les-Pins, France
Conference papers
hal-01633322v1
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Spatial dynamics of a population in a heterogeneous environment
Pascal Maillard
,
Gaël Raoul
,
Julie Tourniaire
2021
Preprints, Working Papers, ...
hal-03292329v1
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On Representer Theorems and Convex Regularization
Claire Boyer
,
Antonin Chambolle
,
Yohann de Castro
,
Vincent Duval
,
Frédéric de Gournay
et al.
Journal articles
hal-01823135v3
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Singular limits for reaction-diffusion equations with fractional Laplacian and local or nonlocal nonlinearity
Sylvie Méléard
,
Sepideh Mirrahimi
Journal articles
hal-00992826v1
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Computing bi-tangents for transmission belts
Franz Chouly
,
Jinan Loubani
,
Alexei Lozinski
,
Bochra Méjri
,
Kamil Merito
et al.
2020
Preprints, Working Papers, ...
hal-02429962v1
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Stochastic Variable Metric Proximal Gradient with variance reduction for non-convex composite optimization
Gersende Fort
,
Eric Moulines
2022
Preprints, Working Papers, ...
hal-03781216v2
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Universal Complexity Bounds Based on Value Iteration and Application to Entropy Games
Xavier Allamigeon
,
Stéphane Gaubert
,
Ricardo David Katz
,
Mateusz Skomra
49th International Colloquium on Automata, Languages, and Programming (ICALP 2022) , Jul 2022, Paris, France
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hal-03698207v1
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Microwave Tomographic Imaging of Cerebrovascular Accidents by Using High-Performance Computing
Pierre-Henri Tournier
,
Ioannis Aliferis
,
Marcella Bonazzoli
,
Maya de Buhan
,
Marion Darbas
et al.
Journal articles
hal-01343687v2
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COMPETITIVE OR WEAK COOPERATIVE STOCHASTIC LOTKA-VOLTERRA SYSTEMS CONDITIONED TO NON-EXTINCTION
Patrick Cattiaux
,
Sylvie Méléard
Journal articles
hal-00336156v1
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Iterative Discretization of Optimization Problems Related to Superresolution.
Frédéric de Gournay
,
Pierre Weiss
,
Axel Flinth
SPARS , Jul 2019, TOULOUSE, France
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hal-02374440v1
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Low thrust minimum-fuel orbital transfer: a homotopic approach
Thomas Haberkorn
,
Pierre Martinon
,
Joseph Gergaud
Journal of Guidance, Control, and Dynamics , 2004, 27 (6), pp.1046-1060
Journal articles
inria-00271161v1
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A combination of algebraic, geometric and numerical methods in the contrast problem by saturation in magnetic resonance imaging
Bernard Bonnard
,
Mathieu Claeys
,
Olivier Cots
,
Alain Jacquemard
,
Pierre Martinon
et al.
[Research Report] LAAS-CNRS. 2014
Reports
hal-01001975v1
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Body-fitted topology optimization of 2D and 3D fluid-to-fluid heat exchangers
Florian Feppon
,
Grégoire Allaire
,
Charles Dapogny
,
Pierre Jolivet
Journal articles
hal-02924308v2
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Quantification d'incertitude pour l'Approximation Stochastique
Stéphane Crépey
,
Gersende Fort
,
Emmanuel Gobet
,
Uladzislau Stazhynski
Actes de Conférence du Colloque GRETSI 2019 , 2019
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hal-02415192v1
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Horizontal gene transfer: numerical comparison between stochastic and deterministic approaches
Vincent Calvez
,
Susely Figueroa Iglesias
,
Hélène Hivert
,
Sylvie Méléard
,
Anna Melnykova
et al.
ESAIM: Proceedings and Surveys , 2020, CEMRACS 2018 - Numerical and mathematical modeling for biological and medical applications: deterministic, probabilistic and statistical descriptions, 67, pp.135-160.
⟨10.1051/proc/202067009⟩
Journal articles
hal-02166168v1
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Uncertainty Quantification for Stochastic Approximation Limits Using Chaos Expansion
Stéphane Crépey
,
Gersende Fort
,
Emmanuel Gobet
,
Uladzislau Stazhynski
SIAM/ASA Journal on Uncertainty Quantification , In press
Journal articles
hal-01629952v4
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A Stochastic Path-Integrated Differential EstimatoR Expectation Maximization Algorithm
Gersende Fort
,
Eric Moulines
,
Hoi-To Wai
NeurIPS 2020 - 34th Conference on Neural Information Processing Systems , Dec 2020, Vancouver / Virtuel, Canada
Conference papers
hal-03029700v1
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