Fast Monte Carlo integration with repulsive processes

Información del proyecto

BLACKJACK

Identificador del acuerdo de subvención: 851866

DOI

10.3030/851866

Proyecto cerrado

Fecha de la firma de la CE 26 Noviembre 2019

Fecha de inicio 1 Febrero 2020

Fecha de finalización 31 Enero 2026

Financiado con arreglo a

• EXCELLENT SCIENCE - European Research Council (ERC)

Coste total

€ 1 489 000,00

Aportación de la UE

€ 1 489 000,00

Coordinado por

CENTRE NATIONAL DE LA RECHERCHE SCIENTIFIQUE CNRS
France

CORDIS proporciona enlaces a los documentos públicos y las publicaciones de los proyectos de los programas marco HORIZONTE.

Los enlaces a los documentos y las publicaciones de los proyectos del Séptimo Programa Marco, así como los enlaces a algunos tipos de resultados específicos, como conjuntos de datos y «software», se obtienen dinámicamente de OpenAIRE .

Publicaciones

Conference proceedings (6)

Nonparametric estimation of continuous DPPs with kernel methods

Autores: Michaël Fanuel, Rémi Bardenet
Publicado en: Neural information processing systems (NeurIPS), 2021
Editor: NA

Smoothing Complex-Valued Signals on Graphs with Monte-Carlo

Autores: Hugo Jaquard, Michaël Fanuel, Pierre-Olivier Amblard, Rémi Bardenet, Simon Barthelmé, Nicolas Tremblay
Publicado en: ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Edición 1881, 2023, Página(s) 1-5
Editor: IEEE
DOI: 10.1109/icassp49357.2023.10096354

Recovering Hölder smooth functions from noisy modulo samples

Autores: Michael Fanuel, Hemant Tyagi
Publicado en: 2021 55th Asilomar Conference on Signals, Systems, and Computers, Edición 28, 2022, Página(s) 857-861
Editor: IEEE
DOI: 10.1109/ieeeconf53345.2021.9723268

Determinantal point processes based on orthogonal polynomials for sampling minibatches in SGD

Autores: Rémi Bardenet, Subhroshekhar Ghosh, Meixia Lin
Publicado en: Neural information Processing Systems (NeurIPS), 2021
Editor: Advances in Neural information Processing

Kernel interpolation with continuous volume sampling

Autores: A Belhadji, R Bardenet, P Chainais
Publicado en: International conference on machine learning (ICML), 2020
Editor: PMLR

Small coresets via negative dependence: DPPs, linear statistics, and concentration

Autores: Rémi Bardenet, Subhroshekhar Ghosh, Hugo Simon-Onfroy, Hoang Son Tran
Publicado en: Advances in Neural Information Processing Systems 37, 2026, Página(s) 84329-84349
Editor: Neural Information Processing Systems Foundation, Inc. (NeurIPS)
DOI: 10.52202/079017-2679

Peer reviewed articles (7)

On sampling determinantal and Pfaffian point processes on a quantum computer

Autores: Rémi Bardenet, Michaël Fanuel, Alexandre Feller
Publicado en: Journal of Physics A: Mathematical and Theoretical, Edición 57, 2024, Página(s) 055202, ISSN 1751-8113
Editor: Institute of Physics Publishing
DOI: 10.1088/1751-8121/ad1b75

A Covariant, Discrete Time-Frequency Representation Tailored for Zero-Based Signal Detection

Autores: Barbara Pascal, Rémi Bardenet
Publicado en: IEEE Transactions on Signal Processing, 2022, ISSN 1053-587X
Editor: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tsp.2022.3181342

On proportional volume sampling for experimental design in general spaces

Autores: Poinas, Arnaud; Bardenet, R.
Publicado en: Statistics and Computing, Edición 09603174, 2022, ISSN 0960-3174
Editor: Kluwer Academic Publishers
DOI: 10.48550/arxiv.2011.04562

Fast sampling from $$\beta $$-ensembles

Autores: Guillaume Gautier, Rémi Bardenet, Michal Valko
Publicado en: Statistics and Computing, Edición 31, 2023, ISSN 0960-3174
Editor: Kluwer Academic Publishers
DOI: 10.1007/s11222-020-09984-0

Fast sampling from beta-ensembles

Autores: G Gautier, R Bardenet, M Valko
Publicado en: Statistics and Computing, 2021, ISSN 0960-3174
Editor: Kluwer Academic Publishers

Ellipsoidal Embeddings of Graphs

Autores: Michaël Fanuel, Antoine Aspeel, Michael T. Schaub, Jean-Charles Delvenne
Publicado en: SIAM Journal on Applied Mathematics, Edición 85, 2025, Página(s) 413-432, ISSN 0036-1399
Editor: Society for Industrial and Applied Mathematics
DOI: 10.1137/24m1648363

On estimating the structure factor of a point process, with applications to hyperuniformity

Autores: Diala Hawat, Guillaume Gautier, Rémi Bardenet, Raphaël Lachièze-Rey
Publicado en: Statistics and Computing, 2023, ISSN 0960-3174
Editor: Kluwer Academic Publishers

Non-peer reviewed articles (3)

Signal Reconstruction Using Determinantal Sampling

Autores: Ayoub Belhadji, Rémi Bardenet, Pierre Chainais
Publicado en: Applied and Computational Harmonic Analysis, 2024, ISSN 1063-5203
Editor: Academic Press
DOI: 10.2139/ssrn.4682667

Monte Carlo with kernel-based Gibbs measures: Guarantees for probabilistic herding

Autores: Rouault, M. (Martin); Bardenet, R. (Rémi); Maïda, M. (Mylène)
Publicado en: SIAM Mathematics of data science (in press), Edición 8, 2026, ISSN 2577-0187
Editor: SIAM

Sparsification of the regularized magnetic Laplacian with multi-type spanning forests

Autores: M. Fanuel, R. Bardenet
Publicado en: Applied and Computational Harmonic Analysis, Edición 78, 2026, Página(s) 101766, ISSN 1063-5203
Editor: Academic Press
DOI: 10.1016/j.acha.2025.101766

Other (4)

Monte Carlo methods on compact complex manifolds using Bergman kernels

Autores: Thibaut Lemoine; Rémi Bardenet
Publicado en: CoRR, Edición 5, 2024
Editor: TBD (preprint)
DOI: 10.48550/arxiv.2405.09203

Learning from DPPs via Sampling: Beyond HKPV and symmetry

Autores: Rémi Bardenet; Subhroshekhar Ghosh
Publicado en: CoRR, Edición 3, 2020
Editor: TBD (preprint)
DOI: 10.48550/arxiv.2007.04287

Testing quantum Darwinism dependence on observers' resources

Autores: Feller, Alexandre; Roussel, Benjamin; Pontlevy, Adrien; Degiovanni, Pascal
Publicado en: Edición 5, 2023
Editor: TBD (preprint)
DOI: 10.48550/arxiv.2306.14745

From point processes to quantum optics and back

Autores: Bardenet, Rémi; Feller, Alexandre; Bouttier, Jérémie; Degiovanni, Pascal; Hardy, Adrien; Rançon, Adam; Roussel, Benjamin; Schehr, Grégory; Westbrook, Christoph I.
Publicado en: Edición 6, 2022
Editor: TBD (preprint)
DOI: 10.48550/arxiv.2210.05522

Book chapters (1)

Point Processes and Spatial Statistics in Time-frequency Analysis

Autores: Barbara Pascal, Rémi Bardenet
Publicado en: Lecture Notes in Mathematics, Stochastic Geometry: Percolation, Tesselations, Gaussian Fields and Point Processes, 2025, Página(s) 181-232
Editor: Springer Nature Switzerland
DOI: 10.1007/978-3-031-87264-8_5