Publications
On log-concave approximations of high-dimensional posterior measures and stability properties in non-linear inverse problems
– Annales de l Institut Henri Poincaré Probabilités et Statistiques
(2024)
60,
2619
(doi: 10.1214/23-aihp1397)
On low frequency inference for diffusions without the hot spots
conjecture
(2024)
ON POSTERIOR CONSISTENCY OF DATA ASSIMILATION WITH GAUSSIAN PROCESS PRIORS: THE 2D-NAVIER–STOKES EQUATIONS
– The Annals of Statistics
(2024)
52,
1825
(doi: 10.1214/24-aos2427)
Consistent inference for diffusions from low frequency measurements
– Annals of Statistics
(2024)
52,
519
(doi: 10.1214/24-aos2357)
On posterior consistency of data assimilation with Gaussian process
priors: the 2D Navier-Stokes equations
(2023)
On free energy barriers in Gaussian priors and failure of cold start MCMC for high-dimensional unimodal distributions
– Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences
(2023)
381,
20220150
(doi: 10.1098/rsta.2022.0150)
On polynomial-time computation of high-dimensional posterior measures by Langevin-type algorithms
– Journal of the European Mathematical Society
(2022)
26,
1031
(doi: 10.4171/jems/1304)
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