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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
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
ESAIM: Mathematical Modelling and Numerical Analysis, 2017, 51 (5), pp.1691-1731 ⟨10.1051/m2an/2016073⟩
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
Conference papers hal-00800436v1

Hybrid systems with constraints

Jamal Daafouz , Sophie Tarbouriech , Mario Sigalotti
Wiley-ISTE, pp.263, 2013, 978-1-84821-527-6. ⟨10.1002/9781118639856⟩
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
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

Isoperimetry between exponential and Gaussian

Franck Barthe , Patrick Cattiaux , Cyril Roberto
Electronic Journal of Probability, 2007, 12 (44), pp.1212-1237
Journal articles 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
Mathematics and Financial Economics, 2016, 10 (4), pp.457-493. ⟨10.1007/s11579-016-0166-8⟩
Journal articles hal-00824390v2
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Fast Incremental Expectation Maximization for finite-sum optimization: nonasymptotic convergence

Gersende Fort , Pierre Gach , Eric Moulines
Statistics and Computing, In press, 31 (48), ⟨10.1007/s11222-021-10023-9⟩
Journal articles hal-02617725v2

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

Spatial dynamics of a population in a heterogeneous environment

Pascal Maillard , Gaël Raoul , Julie Tourniaire
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.
SIAM Journal on Optimization, 2019, 29 (2), pp.1260-1281. ⟨10.1137/18M1200750⟩
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
Communications in Partial Differential Equations, 2015, 40 (5), pp.957-993. ⟨10.1080/03605302.2014.963606⟩
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.
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
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
Conference papers 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.
Parallel Computing, 2019, 85, pp.88-97. ⟨10.1016/j.parco.2019.02.004⟩
Journal articles hal-01343687v2
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Patrick Cattiaux , Sylvie Méléard
Journal of Mathematical Biology, 2010, 60 (6), pp.797-829. ⟨10.1007/s00285-009-0285-4⟩
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
Conference papers 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
Computer Methods in Applied Mechanics and Engineering, 2021, 376, pp.113638. ⟨10.1016/j.cma.2020.113638⟩
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
Journal articles 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