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Ilja Klebanov
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Year
A rigorous theory of conditional mean embeddings
I Klebanov, I Schuster, TJ Sullivan
SIAM Journal on Mathematics of Data Science 2 (3), 583-606, 2020
332020
Markov chain importance sampling—a highly efficient estimator for MCMC
I Schuster, I Klebanov
Journal of Computational and Graphical Statistics 30 (2), 260-268, 2020
172020
-convergence of Onsager–Machlup functionals: I. With applications to maximum a posteriori estimation in Bayesian inverse problems
B Ayanbayev, I Klebanov, HC Lie, TJ Sullivan
Inverse Problems 38 (2), 025005, 2021
162021
Axiomatic approach to variable kernel density estimation
I Klebanov
arXiv preprint arXiv:1805.01729, 2018
82018
Maximum a posteriori estimators in are well-defined for diagonal Gaussian priors
I Klebanov, P Wacker
Inverse Problems 39 (6), 065009, 2023
72023
Γ-convergence of Onsager–Machlup functionals: II. Infinite product measures on Banach spaces
B Ayanbayev, I Klebanov, HC Lie, TJ Sullivan
Inverse Problems 38 (2), 025006, 2021
72021
The linear conditional expectation in Hilbert space
I Klebanov, B Sprungk, TJ Sullivan
Bernoulli 27 (4), 2267-2299, 2021
72021
Approximation of PDEs with underlying continuity equations
I Klebanov
Technische Universität München, 2016
52016
Objective priors in the empirical Bayes framework
I Klebanov, A Sikorski, C Schütte, S Röblitz
Scandinavian Journal of Statistics 48 (4), 1212-1233, 2021
22021
Adaptive convolutions
I Klebanov
arXiv preprint arXiv:1805.00703, 2018
12018
Coherent set identification via direct low rank maximum likelihood estimation
RM Polzin, I Klebanov, N Nüsken, P Koltai
2024
Transporting Higher-Order Quadrature Rules: Quasi-Monte Carlo Points and Sparse Grids for Mixture Distributions
I Klebanov, TJ Sullivan
arXiv preprint arXiv:2308.10081, 2023
2023
Nonnegative matrix factorization for coherent set identification by direct low rank maximum likelihood estimation
R Polzin, I Klebanov, N Nüsken, P Koltai
arXiv preprint arXiv:2308.07663, 2023
2023
Aperiodic table'of modes and maximum a posteriori estimators
I Klebanov, TJ Sullivan
arXiv preprint arXiv:2306.16278, 2023
2023
Graph Convex Hull Bounds as generalized Jensen Inequalities
I Klebanov
arXiv preprint arXiv:2304.04856, 2023
2023
Recent advances concerning non-parametric MAP estimators: Order-theoretic perspectives and Γ-convergence
B Ayanbayev, I Klebanov, H Lambley, HC Lie, TJ Sullivan
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Articles 1–16