| 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 |
| -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 | 11 | 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 Inverse Problems 39 (6), 065009, 2023 | 7 | 2023 |
| 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 | | |
T. J. SullivanUniversity of WarwickVerified email at warwick.ac.uk
