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
41 2020 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
18 2020 Γ-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
15 2021 The linear conditional expectation in Hilbert space I Klebanov, B Sprungk, TJ Sullivan
Bernoulli 27 (4), 2267-2299, 2021
10 2021 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
8 2021 Axiomatic approach to variable kernel density estimation I Klebanov
arXiv preprint arXiv:1805.01729, 2018
8 2018 Maximum a posteriori estimators in are well-defined for diagonal Gaussian priors I Klebanov, P Wacker
arXiv preprint arXiv:2207.00640, 2022
7 2022 Approximation of PDEs with underlying continuity equations I Klebanov
Technische Universität München, 2016
4 2016 Objective priors in the empirical Bayes framework I Klebanov, A Sikorski, C Schütte, S Röblitz
Scandinavian Journal of Statistics 48 (4), 1212-1233, 2021
2 2021 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
1 2023 A 'periodic table' of modes and maximum a posteriori estimators I Klebanov, TJ Sullivan
arXiv preprint arXiv:2306.16278, 2023
1 2023 Adaptive convolutions I Klebanov
arXiv preprint arXiv:1805.00703, 2018
1 2018 Coherent set identification via direct low rank maximum likelihood estimation RM Polzin, I Klebanov, N Nüsken, P Koltai
2024 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 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