The promises and pitfalls of Stochastic Gradient Langevin Dynamics
Nicolas Brosse
,
Alain Durmus
,
Éric Moulines
NeurIPS 2018 (Advances in Neural Information Processing Systems 2018) , Dec 2018, Montreal, France
Conference papers
hal-01934291v1
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The Monte Carlo Transformer: a stochastic self-attention model for sequence prediction
Alice Martin
,
Charles Ollion
,
Florian Strub
,
Sylvain Le Corff
,
Olivier Pietquin
2020
Preprints, Working Papers, ...
hal-02896961v2
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On Kernel Derivative Approximation with Random Fourier Features
Zoltán Szabó
,
Bharath K Sriperumbudur
International Conference on Artificial Intelligence and Statistics , Apr 2019, Naha, Japan
Conference papers
hal-01897996v3
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Small variance asymptotics and bayesian nonparametrics for dictionary learning
Clément Elvira
,
Hong-Phuong Dang
,
Pierre Chainais
Conference papers
hal-01961852v1
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A New Class of Stochastic EM Algorithms. Escaping Local Maxima and Handling Intractable Sampling
Stéphanie Allassonnière
,
Juliette Chevallier
Journal articles
hal-02044722v4
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Towards Automated Computer Vision: Analysis of the AutoCV Challenges 2019
Zhengying Liu
,
Zhen Xu
,
Sergio Escalera
,
Isabelle Guyon
,
Julio C S Jacques Junior
,
et al.
Pattern Recognition Letters , 2020, 135, pp.196-203
Journal articles
hal-02386805v1
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Exploiting structure of uncertainty for efficient matroid semi-bandits
Pierre Perrault
,
Vianney Perchet
,
Michal Valko
International Conference on Machine Learning , 2019, Long Beach, United States
Conference papers
hal-02387478v1
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Spatio-Temporal Alignments: Optimal transport through space and time
Hicham Janati
,
Marco Cuturi
,
Alexandre Gramfort
2019
Preprints, Working Papers, ...
hal-02309340v2
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Surrogate-Assisted Bounding-Box Approach Applied to Constrained Multi-Objective Optimisation Under Uncertainty
Mickael Rivier
,
Pietro Marco Congedo
[Research Report] RR-9214, Inria Saclay Ile de France. 2018, pp.1-37
Reports
hal-01897399v2
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On food, bias and seasons: A recipe for sustainability
Michel Deudon
2020
Preprints, Working Papers, ...
hal-02532348v1
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Conclusion: Perspectives on Urban Theories
Denise Pumain
,
Juste Raimbault
Pumain D.
Theories and Models of Urbanization. Lecture Notes in Morphogenesis. , Springer, pp.303-330, 2020, 978-3-030-36656-8.
⟨10.1007/978-3-030-36656-8_16⟩
Book sections
halshs-02430512v1
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Decision making strategy for antenatal echographic screening of foetal abnormalities using statistical learning
Rémi Besson
Theses
tel-02379295v1
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Stable topological signatures for points on 3D shapes
Mathieu Carriere
,
Steve Oudot
,
Maks Ovsjanikov
Symposium on Geometry Processing , Jul 2015, Graz, Austria
Conference papers
hal-01203716v2
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Approachability of convex sets in generalized quitting games
János Flesch
,
Rida Laraki
,
Vianney Perchet
Conference On Learning Theory , Jun 2016, New York, United States
Conference papers
hal-01373174v1
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Per instance algorithm configuration of CMA-ES with limited budget
Nacim Belkhir
,
Johann Dreo
,
Pierre Savéant
,
Marc Schoenauer
GECCO 2017 - Proceedings of the Genetic and Evolutionary Computation Conference , Jul 2017, Berlin, Germany. pp. 681-688
Conference papers
hal-01613753v1
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Efficient optimization under uncertainty within the SABBa framework
Mickael Rivier
,
Pietro Marco Congedo
ECCM-ECFD 2018 - 6th European Conference on Computational Mechanics - 7th European Conference on Computational Fluid Dynamics , Jun 2018, Glasgow, United Kingdom
Conference papers
hal-01841360v1
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A multi-scalar model for system of cities
Juste Raimbault
Conference on Complex Systems 2019 , Sep 2019, Singapore, Singapore
Conference papers
halshs-02351722v1
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Comparing distributions: $l1$ geometry improves kernel two-sample testing
Meyer Scetbon
,
Gaël Varoquaux
NeurIPS 2019 - 33th Conference on Neural Information Processing Systems , Dec 2019, Vancouver, Canada
Conference papers
hal-02292545v2
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Sequential Bayesian Computation
Hai Dang Dau
Theses
tel-03848268v1
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QLSD: Quantised Langevin Stochastic Dynamics for Bayesian Federated Learning
Maxime Vono
,
Vincent Plassier
,
Alain Durmus
,
Aymeric Dieuleveut
,
Eric Moulines
International Conference on Artificial Intelligence and Statistics , 2022, Online, France
Conference papers
hal-03589952v1
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Accelerating hypersonic reentry simulations using deep learning-based hybridization (with guarantees)
Paul Novello
,
Gaël Poëtte
,
David Lugato
,
Simon Peluchon
,
Pietro Marco Congedo
2022
Preprints, Working Papers, ...
hal-03789842v1
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Leveraging Local Variation in Data: Sampling and Weighting Schemes for Supervised Deep Learning
Paul Novello
,
Gaël Poëtte
,
David Lugato
,
Pietro Marco Congedo
Journal articles
hal-02885827v4
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Book Reviews, Summer 2013
Christian Robert
2013
Reports
hal-00780471v1
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In praise of the referee
Nicolas Chopin
,
Andrew Gelman
,
Kerrie L. Mengersen
,
Christian Robert
ISBA Bulletin , 2013, 20 (1), pp.13-19
Journal articles
hal-00704798v1
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Etude de Dégénérescence de Graph appliqué à l'Apprentissage Automatique Avancé et Résultats Théoriques relatifs
Stratis Limnios
Artificial Intelligence [cs.AI]. Institut Polytechnique de Paris, 2020. English.
⟨NNT : 2020IPPAX038⟩
Theses
tel-03046826v1
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Contributions to robust estimation : minimax optimality vs. computational tractability
Amir-Hossein Bateni
Theses
tel-03828199v1
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Diffusion approximations and control variates for MCMC
Nicolas Brosse
,
Alain Durmus
,
Sean Meyn
,
Éric Moulines
2018
Preprints, Working Papers, ...
hal-01934316v1
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Parallelized Stochastic Gradient Markov Chain Monte Carlo Algorithms for Non-Negative Matrix Factorization
Umut Şimşekli
,
Alain Durmus
,
Roland Badeau
,
Gael Richard
,
Éric Moulines
,
et al.
42nd International Conference on Acoustics, Speech and Signal Processing (ICASSP) , IEEE, Mar 2017, New Orleans, United States
Conference papers
hal-01416357v1
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An empirical analysis of the spatial variability of fuel prices in the United States
Antonin Bergeaud
,
Juste Raimbault
Journal articles
hal-02370106v1
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Unsupervised Segmentation of Spectral Images with a Spatialized Gaussian Mixture Model and Model Selection
Serge X. Cohen
,
E. Le Pennec
Oil & Gas Science and Technology - Revue d'IFP Energies nouvelles , 2014, 69 (2), pp.245-259.
⟨10.2516/ogst/2014013⟩
Journal articles
hal-01933379v1
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