Bartek Knapik
Bartek Knapik
Samsung R&D Institute Poland
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Bayesian inverse problems with Gaussian priors
BT Knapik, AW van der Vaart, JH van Zanten
The Annals of Statistics 39 (5), 2626-2657, 2011
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
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 (2013) 42 (7), 1294-1313, 2011
A general approach to posterior contraction in nonparametric inverse problems
B Knapik, JB Salomond
Bernoulli 24 (3), 2091-2121, 2018
Semiparametric posterior limits under local asymptotic exponentiality
B Kleijn, B Knapik
arXiv preprint arXiv:1210.6204, 2012
Bayesian Asymptotics: Inverse Problems and Irregular Models
BT Knapik
Amsterdam: Vrije Universiteit, 2013
Parameter estimation for a discretely observed population process under Markov-modulation
M de Gunst, B Knapik, M Mandjes, B Sollie
Computational Statistics & Data Analysis 140, 88-103, 2019
Convergence rates of posterior distributions in nonparametric inverse problems
BT Knapik
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