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Harry van Zanten
Harry van Zanten
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Rates of contraction of posterior distributions based on Gaussian process priors
AW Van Der Vaart, JH Van Zanten
4702008
Adaptive Bayesian estimation using a Gaussian random field with inverse gamma bandwidth
AW Van der Vaart, JH Van Zanten
2872009
Bayesian inverse problems with Gaussian priors
BT Knapik, AW van der Vaart, JH van Zanten
The Annals of Statistics, 2011, 2011
2612011
Reproducing kernel Hilbert spaces of Gaussian priors
AW Van Der Vaart, JH Van Zanten
IMS Collections 3, 200-222, 2008
2502008
Information rates of nonparametric Gaussian process methods
AW van der Vaart, JH van Zanten
The Journal of Machine Learning Research 12, 2095-2119, 2011
2412011
Frequentist coverage of adaptive nonparametric Bayesian credible sets
B Szabo, A van der Vaart, H van Zanten
The Annals of Statistics 43 (4), 1391-1428, 2015
1942015
A series expansion of fractional Brownian motion
K Dzhaparidze, H Zanten
Probability theory and related fields 130 (1), 39-55, 2004
1872004
On Bernstein-type inequalities for martingales
K Dzhaparidze, JH Van Zanten
Stochastic processes and their applications 93 (1), 109-117, 2001
1202001
Bayesian inference with rescaled Gaussian process priors
A Van Der Vaart, H Van Zanten
Electronic Journal of Statistics 1, 433-448, 2007
1162007
Bayes procedures for adaptive inference in inverse problems for the white noise model
BT Knapik, BT Szabó, AW van der Vaart, JH van Zanten
Probability Theory and Related Fields 164 (3), 771-813, 2016
97*2016
Empirical Bayes scaling of Gaussian priors in the white noise model
BT Szabó, AW van der Vaart, JH van Zanten
792013
A regional peaks-over-threshold model in a nonstationary climate
M Roth, TA Buishand, G Jongbloed, AMGK Tank, JH van Zanten
Water Resources Research 48 (11), W11533, 2012
792012
Guided proposals for simulating multi-dimensional diffusion bridges
M Schauer, F Van Der Meulen, H Van Zanten
772017
Adaptive nonparametric Bayesian inference using location-scale mixture priors
R De Jonge, JH van Zanten
The Annals of Statistics 38 (6), 3300-3320, 2010
682010
Bayesian recovery of the initial condition for the heat equation
BT Knapik, AW Van Der Vaart, JH van Zanten
Communications in Statistics-Theory and Methods 42 (7), 1294-1313, 2013
642013
Posterior Consistency via Precision Operators for Bayesian Nonparametric Drift Estimation in SDEs
Y Pokern, AM Stuart, JH van Zanten
Stochastic processes and their applications 123 (2), 603-628, 2013
642013
Krein’s spectral theory and the Paley–Wiener expansion for fractional Brownian motion
K Dzhaparidze, H Van Zanten
The Annals of Probability 33 (2), 620-644, 2005
542005
An asymptotic analysis of distributed nonparametric methods
B Szabó, H Van Zanten
Journal of Machine Learning Research 20 (87), 1-30, 2019
522019
A multivariate central limit theorem for continuous local martingales
H van Zanten
Statistics & probability letters 50 (3), 229-235, 2000
522000
Optimality of an explicit series expansion of the fractional Brownian sheet
K Dzhaparidze, H Zanten
Statistics & probability letters 71 (4), 295-301, 2005
502005
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