Fast Monte Carlo integration with repulsive processes

Project Information

BLACKJACK

Grant agreement ID: 851866

DOI

10.3030/851866

Project closed

EC signature date 26 November 2019

Start date 1 February 2020

End date 31 January 2026

Funded under

• EXCELLENT SCIENCE - European Research Council (ERC)

Total cost

€ 1 489 000,00

EU contribution

€ 1 489 000,00

Coordinated by

CENTRE NATIONAL DE LA RECHERCHE SCIENTIFIQUE CNRS
France

CORDIS provides links to public deliverables and publications of HORIZON projects.

Links to deliverables and publications from FP7 projects, as well as links to some specific result types such as dataset and software, are dynamically retrieved from OpenAIRE .

Publications

Conference proceedings (6)

Nonparametric estimation of continuous DPPs with kernel methods

Author(s): Michaël Fanuel, Rémi Bardenet
Published in: Neural information processing systems (NeurIPS), 2021
Publisher: NA

Smoothing Complex-Valued Signals on Graphs with Monte-Carlo

Author(s): Hugo Jaquard, Michaël Fanuel, Pierre-Olivier Amblard, Rémi Bardenet, Simon Barthelmé, Nicolas Tremblay
Published in: ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Issue 1881, 2023, Page(s) 1-5
Publisher: IEEE
DOI: 10.1109/icassp49357.2023.10096354

Recovering Hölder smooth functions from noisy modulo samples

Author(s): Michael Fanuel, Hemant Tyagi
Published in: 2021 55th Asilomar Conference on Signals, Systems, and Computers, Issue 28, 2022, Page(s) 857-861
Publisher: IEEE
DOI: 10.1109/ieeeconf53345.2021.9723268

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

Author(s): Rémi Bardenet, Subhroshekhar Ghosh, Meixia Lin
Published in: Neural information Processing Systems (NeurIPS), 2021
Publisher: Advances in Neural information Processing

Kernel interpolation with continuous volume sampling

Author(s): A Belhadji, R Bardenet, P Chainais
Published in: International conference on machine learning (ICML), 2020
Publisher: PMLR

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

Author(s): Rémi Bardenet, Subhroshekhar Ghosh, Hugo Simon-Onfroy, Hoang Son Tran
Published in: Advances in Neural Information Processing Systems 37, 2026, Page(s) 84329-84349
Publisher: 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

Author(s): Rémi Bardenet, Michaël Fanuel, Alexandre Feller
Published in: Journal of Physics A: Mathematical and Theoretical, Issue 57, 2024, Page(s) 055202, ISSN 1751-8113
Publisher: Institute of Physics Publishing
DOI: 10.1088/1751-8121/ad1b75

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

Author(s): Barbara Pascal, Rémi Bardenet
Published in: IEEE Transactions on Signal Processing, 2022, ISSN 1053-587X
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tsp.2022.3181342

On proportional volume sampling for experimental design in general spaces

Author(s): Poinas, Arnaud; Bardenet, R.
Published in: Statistics and Computing, Issue 09603174, 2022, ISSN 0960-3174
Publisher: Kluwer Academic Publishers
DOI: 10.48550/arxiv.2011.04562

Fast sampling from $$\beta $$-ensembles

Author(s): Guillaume Gautier, Rémi Bardenet, Michal Valko
Published in: Statistics and Computing, Issue 31, 2023, ISSN 0960-3174
Publisher: Kluwer Academic Publishers
DOI: 10.1007/s11222-020-09984-0

Fast sampling from beta-ensembles

Author(s): G Gautier, R Bardenet, M Valko
Published in: Statistics and Computing, 2021, ISSN 0960-3174
Publisher: Kluwer Academic Publishers

Ellipsoidal Embeddings of Graphs

Author(s): Michaël Fanuel, Antoine Aspeel, Michael T. Schaub, Jean-Charles Delvenne
Published in: SIAM Journal on Applied Mathematics, Issue 85, 2025, Page(s) 413-432, ISSN 0036-1399
Publisher: Society for Industrial and Applied Mathematics
DOI: 10.1137/24m1648363

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

Author(s): Diala Hawat, Guillaume Gautier, Rémi Bardenet, Raphaël Lachièze-Rey
Published in: Statistics and Computing, 2023, ISSN 0960-3174
Publisher: Kluwer Academic Publishers

Non-peer reviewed articles (3)

Signal Reconstruction Using Determinantal Sampling

Author(s): Ayoub Belhadji, Rémi Bardenet, Pierre Chainais
Published in: Applied and Computational Harmonic Analysis, 2024, ISSN 1063-5203
Publisher: Academic Press
DOI: 10.2139/ssrn.4682667

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

Author(s): Rouault, M. (Martin); Bardenet, R. (Rémi); Maïda, M. (Mylène)
Published in: SIAM Mathematics of data science (in press), Issue 8, 2026, ISSN 2577-0187
Publisher: SIAM

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

Author(s): M. Fanuel, R. Bardenet
Published in: Applied and Computational Harmonic Analysis, Issue 78, 2026, Page(s) 101766, ISSN 1063-5203
Publisher: Academic Press
DOI: 10.1016/j.acha.2025.101766

Other (4)

Monte Carlo methods on compact complex manifolds using Bergman kernels

Author(s): Thibaut Lemoine; Rémi Bardenet
Published in: CoRR, Issue 5, 2024
Publisher: TBD (preprint)
DOI: 10.48550/arxiv.2405.09203

Learning from DPPs via Sampling: Beyond HKPV and symmetry

Author(s): Rémi Bardenet; Subhroshekhar Ghosh
Published in: CoRR, Issue 3, 2020
Publisher: TBD (preprint)
DOI: 10.48550/arxiv.2007.04287

Testing quantum Darwinism dependence on observers' resources

Author(s): Feller, Alexandre; Roussel, Benjamin; Pontlevy, Adrien; Degiovanni, Pascal
Published in: Issue 5, 2023
Publisher: TBD (preprint)
DOI: 10.48550/arxiv.2306.14745

From point processes to quantum optics and back

Author(s): Bardenet, Rémi; Feller, Alexandre; Bouttier, Jérémie; Degiovanni, Pascal; Hardy, Adrien; Rançon, Adam; Roussel, Benjamin; Schehr, Grégory; Westbrook, Christoph I.
Published in: Issue 6, 2022
Publisher: TBD (preprint)
DOI: 10.48550/arxiv.2210.05522

Book chapters (1)

Point Processes and Spatial Statistics in Time-frequency Analysis

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