E-LIB Suche - Ergebnisse für: Durmus, Alain

1

Probability and Moment Inequalities for Additive Functional..:

Durmus, Alain ; Moulines, Eric ; Naumov, Alexey.
Journal of Theoretical Probability. , 2024

Link: https://doi.org/10.1007/..

2

Finite-Time High-Probability Bounds for Polyak–Ruppert Aver..:

Durmus, Alain ; Moulines, Eric ; Naumov, Alexey.
Mathematics of Operations Research. , 2024

Link: https://doi.org/10.1287/..

3

On Maximum a Posteriori Estimation with Plug & Play Priors ..:

Laumont, Rémi ; De Bortoli, Valentin ; Almansa, Andrés...
Journal of Mathematical Imaging and Vision. 65 (2023) 1 - p. 140-163 , 2023

Link: https://doi.org/10.1007/..

4

Sticky nonlinear SDEs and convergence of McKean–Vlasov equa..:

Durmus, Alain ; Eberle, Andreas ; Guillin, Arnaud.
Stochastics and Partial Differential Equations: Analysis and Computations. 12 (2023) 3 - p. 1855-1906 , 2023

Link: https://doi.org/10.1007/..

5

Bayesian Imaging Using Plug & Play Priors: When Langevin Me..:

Laumont, Rémi ; Bortoli, Valentin De ; Almansa, Andrés...
SIAM Journal on Imaging Sciences. 15 (2022) 2 - p. 701-737 , 2022

Link: https://doi.org/10.1137/..

6

A Proximal Markov Chain Monte Carlo Method for Bayesian Inf..:

Durmus, Alain ; Moulines, Éric ; Pereyra, Marcelo
SIAM Review. 64 (2022) 4 - p. 991-1028 , 2022

Link: https://doi.org/10.1137/..

7

Fast Bayesian Model Selection in Imaging Inverse Problems U..:

, In: 2021 IEEE Statistical Signal Processing Workshop (SSP),

Vidal, Ana Fernandez ; Pereyra, Marcelo ; Durmus, Alain. - p. 91-95 , 2021

Link: https://doi.org/10.1109/..

8

Efficient stochastic optimisation by unadjusted Langevin Mo..:

De Bortoli, Valentin ; Durmus, Alain ; Pereyra, Marcelo.
Statistics and Computing. 31 (2021) 3 - p. , 2021

Link: https://doi.org/10.1007/..

9

Maximum Entropy Methods for Texture Synthesis: Theory and P..:

De Bortoli, Valentin ; Desolneux, Agnès ; Durmus, Alain..
SIAM Journal on Mathematics of Data Science. 3 (2021) 1 - p. 52-82 , 2021

Link: https://doi.org/10.1137/..

10

Maximum Likelihood Estimation of Regularization Parameters ..:

Vidal, Ana Fernandez ; De Bortoli, Valentin ; Pereyra, Marcelo.
SIAM Journal on Imaging Sciences. 13 (2020) 4 - p. 1945-1989 , 2020

Link: https://doi.org/10.1137/..

11

Approximate Bayesian Computation with the Sliced-Wasserstei..:

, In: ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP),

Nadjahi, Kimia ; Bortoli, Valentin De ; Durmus, Alain.. - p. 5470-5474 , 2020

Link: https://doi.org/10.1109/..

12

BRIDGING THE GAP BETWEEN CONSTANT STEP SIZE STOCHASTIC GRAD..:

Dieuleveut, Aymeric ; Durmus, Alain ; Bach, Francis
The Annals of Statistics. 48 (2020) 3 - p. 1348-1382 , 2020

Link: https://www.jstor.org/st..

13

GEOMETRIC ERGODICITY OF THE BOUNCY PARTICLE SAMPLER:

Durmus, Alain ; Guillin, Arnaud ; Monmarché, Pierre
The Annals of Applied Probability. 30 (2020) 5 - p. 2069-2098 , 2020

Link: https://www.jstor.org/st..

14

IRREDUCIBILITY AND GEOMETRIC ERGODICITY OF HAMILTONIAN MONT..:

Durmus, Alain ; Moulines, Eric ; Saksman, Eero
The Annals of Statistics. 48 (2020) 6 - p. 3545-3564 , 2020

Link: https://www.jstor.org/st..

15

Forward Event-Chain Monte Carlo: Fast Sampling by Randomnes..:

Michel, Manon ; Durmus, Alain ; Sénécal, Stéphane
Journal of Computational and Graphical Statistics. 29 (2020) 4 - p. 689-702 , 2020

Link: https://doi.org/10.1080/..