Mathieu Gerber

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Emailmathieu.gerberbristol.acuk

BS8 1UG

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13 Article (Academic Journal)
2 Conference Contribution (Conference Proceeding)
1 Chapter in a book
1 Preprint

17 results

2022

Higher-order stochastic integration through cubic stratification
Chopin, N. & Gerber, M., 2022, (E-pub ahead of print) (arXiv).
Research output: Working paper › Preprint
2021
A Global Stochastic Optimization Particle Filter Algorithm
Gerber, M. & Douc, R., 28 Dec 2021, In: Biometrika. asab067.
Research output: Contribution to journal › Article (Academic Journal) › peer-review

Open Access
File
6 Downloads (Pure)
Online Inference with Multi-modal Likelihood Functions
Gerber, M. & Heine, K., Dec 2021, In: Annals of Statistics. 49, 6
Research output: Contribution to journal › Article (Academic Journal) › peer-review

Open Access
2020

Exponential inequalities for sampling designs
Chauvet, G. & Gerber, M., 2020, In: arXiv.
Research output: Contribution to journal › Article (Academic Journal)

Open Access
Universal Robust Regression via Maximum Mean Discrepancy
Alquier, P. & Gerber, M., 2020, In: arXiv.
Research output: Contribution to journal › Article (Academic Journal)

Open Access
2019
Approximate Bayesian computation with the Wasserstein distance
Bernton, E., Jacob, P. E., Gerber, M. & Robert, C. P., 1 Apr 2019, In: Journal of the Royal Statistical Society: Series B. 81, 2, p. 235-269 35 p.
Research output: Contribution to journal › Article (Academic Journal) › peer-review

Open Access
File
38 Citations (Scopus)

153 Downloads (Pure)
Negative association, ordering and convergence of resampling methods
Gerber, M., Chopin, N. & Whiteley, N., May 2019, In: Annals of Statistics. 47, 4, p. 2236-2260 25 p.
Research output: Contribution to journal › Article (Academic Journal) › peer-review

Open Access
File
23 Citations (Scopus)

263 Downloads (Pure)
On parameter estimation with the Wasserstein distance
Bernton, E., Jacob, P. E., Gerber, M. & Robert, C. P., 22 Oct 2019, In: Information and Inference: A Journal of the IMA. 20 p., iaz003.
Research output: Contribution to journal › Article (Academic Journal) › peer-review

Open Access
File
105 Downloads (Pure)
2018
Sequential Quasi-Monte Carlo: Introduction for Non-experts, Dimension Reduction, Application to Partly Observed Diffusion Processes
Chopin, N. & Gerber, M., 2018, Monte Carlo and Quasi-Monte Carlo Methods: MCQMC 2016, Stanford, CA, August 14-19. Springer International Publishing AG
Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)
2017
Convergence of sequential quasi-Monte Carlo smoothing algorithms
Gerber, M. & Chopin, N., Nov 2017, In: Bernoulli. 23, 4B, p. 2951-2987 37 p.
Research output: Contribution to journal › Article (Academic Journal) › peer-review

Open Access
File
2 Citations (Scopus)

275 Downloads (Pure)
Convergence Results for a Class of Time-Varying Simulated Annealing Algorithms
Gerber, M. & Bornn, L., 19 Jul 2017, (E-pub ahead of print) In: Stochastic Processes and their Applications. 22 p.
Research output: Contribution to journal › Article (Academic Journal) › peer-review

Open Access
File
233 Downloads (Pure)
Improving simulated annealing through derandomization
Gerber, M. & Bornn, L., May 2017, In: Journal of Global Optimization. 68, 1, p. 189-217 29 p.
Research output: Contribution to journal › Article (Academic Journal) › peer-review

Open Access
File
5 Citations (Scopus)

244 Downloads (Pure)
Stability with respect to initial conditions in V-norm for nonlinear filters with ergodic observations
Gerber, M. & Whiteley, N., 4 Apr 2017, In: Journal of Applied Probability. 54, 1, p. 118-133 16 p.
Research output: Contribution to journal › Article (Academic Journal) › peer-review

Open Access
File
2 Citations (Scopus)

284 Downloads (Pure)
2016
Van der Corput and Golden Ratio sequences along the Hilbert space filling curve
Schretter, C., He, Z., Gerber, M., Chopin, N. & Niederreiter, H., 2016, Monte Carlo and Quasi-Monte Carlo Methods: MCQMC, Leuven, Belgium, April 2014. Springer International Publishing AG, (Springer Proceedings in Mathematics & Statistics).
Research output: Chapter in Book/Report/Conference proceeding › Chapter in a book
2015
Application of sequential quasi-Monte Carlo to autonomous positioning
Chopin, N. & Gerber, M., 2015, Signal Processing Conference (EUSIPCO): 2015 23rd European. European Association for Signal Processing (EURASIP)
Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)
On integration methods based on scrambled nets of arbitrary size
Gerber, M., 2015, In: Journal of Complexity. 31, 6
Research output: Contribution to journal › Article (Academic Journal) › peer-review
4 Citations (Scopus)
Sequential quasi Monte Carlo
Gerber, M. & Chopin, N., 1 Jun 2015, In: Journal of the Royal Statistical Society: Series B. 77, 3, p. 509-579 71 p.
Research output: Contribution to journal › Article (Academic Journal) › peer-review
68 Citations (Scopus)

Dr Mathieu Gerber

Research output

Search results