Xin T. Tong
Title
Cited by
Cited by
Year
Nonlinear stability and ergodicity of ensemble based Kalman filters
XT Tong, AJ Majda, D Kelly
Nonlinearity 29 (2), 657, 2016
662016
Nonlinear stability of ensemble Kalman filters with adaptive covariance inflation
AJMDK X.T. Tong
Communications in Mathematical Sciences 14 (5), 1283-1313, 2016
542016
Concrete ensemble Kalman filters with rigorous catastrophic filter divergence
D Kelly, AJ Majda, XT Tong
Proceedings of the National Academy of Sciences 112 (34), 10589-10594, 2015
482015
Statistical inference for model parameters in stochastic gradient descent
X Chen, JD Lee, XT Tong, Y Zhang
arXiv preprint arXiv:1610.08637, 2016
392016
Information barriers for noisy Lagrangian tracers in filtering random incompressible flows
N Chen, AJ Majda, XT Tong
Nonlinearity 27 (9), 2133, 2014
332014
Tikhonov regularization within ensemble Kalman inversion
NK Chada, AM Stuart, XT Tong
SIAM Journal on Numerical Analysis 58 (2), 1263-1294, 2020
322020
Noisy Lagrangian tracers for filtering random rotating compressible flows
N Chen, AJ Majda, XT Tong
Journal of Nonlinear Science 25 (3), 451-488, 2015
292015
Intermittency in turbulent diffusion models with a mean gradient
AJ Majda, XT Tong
Nonlinearity 28 (11), 4171, 2015
262015
Performance of ensemble Kalman filters in large dimensions
AJ Majda, XT Tong
Communications on Pure and Applied Mathematics 71 (5), 892-937, 2018
232018
Statistical inference for model parameters in stochastic gradient descent
X Chen, JD Lee, XT Tong, Y Zhang
The Annals of Statistics 48 (1), 251-273, 2020
212020
Ergodicity and stability of the conditional distributions of nondegenerate Markov chains
XT Tong, R Van Handel
The Annals of Applied Probability 22 (4), 1495-1540, 2012
182012
Localization for MCMC: sampling high-dimensional posterior distributions with local structure
M Morzfeld, XT Tong, YM Marzouk
Journal of Computational Physics 380, 1-28, 2019
172019
Conditional ergodicity in infinite dimension
XT Tong, R Van Handel
The Annals of Probability 42 (6), 2243-2313, 2014
172014
MALA-within-Gibbs samplers for high-dimensional distributions with sparse conditional structure
XT Tong, M Morzfeld, YM Marzouk
SIAM Journal on Scientific Computing 42 (3), A1765-A1788, 2020
162020
Geometric ergodicity for piecewise contracting processes with applications for tropical stochastic lattice models
AJ Majda, XT Tong
Communications on Pure and Applied Mathematics 69 (6), 1110-1153, 2016
152016
On stationary-point hitting time and ergodicity of stochastic gradient Langevin dynamics
X Chen, SS Du, XT Tong
Journal of machine learning research, 2020
142020
Performance analysis of local ensemble Kalman filter
XT Tong
Journal of Nonlinear Science 28 (4), 1397-1442, 2018
142018
Rigorous analysis for efficient statistically accurate algorithms for solving fokker--planck equations in large dimensions
N Chen, AJ Majda, XT Tong
SIAM/ASA Journal on Uncertainty Quantification 6 (3), 1198-1223, 2018
132018
Ergodicity of truncated stochastic Navier Stokes with deterministic forcing and dispersion
AJ Majda, XT Tong
Journal of Nonlinear Science 26 (5), 1483-1506, 2016
122016
Convergence acceleration of ensemble Kalman inversion in nonlinear settings
NK Chada, XT Tong
arXiv preprint arXiv:1911.02424, 2019
102019
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Articles 1–20