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Group by: Date | Item Type Number of items: 16. 2025Polzin, Robert and Klebanov, Ilja and Nüsken, Nikolas and Koltai, Péter (2025) Coherent set identification via direct low rank maximum likelihood estimation. Journal of Nonlinear Science, 35 (2). pp. 1-44. Kaarnioja, Vesa and Klebanov, Ilja and Schillings, Claudia (2025) Lattice Rules Meet Kernel Cubature. arXiv:2501.09500 . (Submitted) 2024Klebanov, Ilja (2024) Deterministic Fokker-Planck Transport -- With Applications to Sampling, Variational Inference, Kernel Mean Embeddings & Sequential Monte Carlo. arXiv preprint arXiv:2410.18993 . (Submitted) Klebanov, Ilja (2024) Graph convex hull bounds as generalized Jensen inequalities. Bulletin of the London Mathematical Society, 56 (10). pp. 3061-3074. ISSN 1469-2120 2023Klebanov, Ilja and Sullivan, Tim J. (2023) Transporting Higher-Order Quadrature Rules: Quasi-Monte Carlo Points and Sparse Grids for Mixture Distributions. arXiv preprint arXiv:2308.10081 . (Submitted) Klebanov, Ilja and Sullivan, TJ. (2023) A 'periodic table' of modes and maximum a posteriori estimators. arXiv preprint arXiv:2306.16278 . (Submitted) Klebanov, Ilja and Wacker, Philipp (2023) Maximum a posteriori estimators in ℓp are well-defined for diagonal Gaussian priors. Inverse Problems . 2021Ayanbayev, Birzhan and Klebanov, Ilja and Lie, Han Cheng and Sullivan, Tim J. (2021) Γ-convergence of Onsager–Machlup functionals: I. With applications to maximum a posteriori estimation in Bayesian inverse problems. Inverse Problems, 38 (2). Ayanbayev, Birzhan and Klebanov, Ilja and Lie, Han Chen and Sullivan, T.J. (2021) Γ-convergence of Onsager–Machlup functionals: II. Infinite product measures on Banach spaces. Inverse Problems, 38 (2). ISSN 1361-6420 Klebanov, Ilja and Sprungk, Björn and Sullivan, Tim J. (2021) The linear conditional expectation in Hilbert space. Bernoulli, 27 (4). pp. 2267-2299. Klebanov, Ilja and Schuster, Ingmar (2021) Markov Chain Importance Sampling—A Highly Efficient Estimator for MCMC. Journal of Computational and Graphical Statistics, 30 (2). pp. 260-268. 2020Klebanov, Ilja and Sikorski, Alexander and Schütte, Christof and Röblitz, Susanna (2020) Objective priors in the empirical Bayes framework. Scandinavian Journal of Statistics, 48 (4). pp. 1212-1233. Klebanov, Ilja and Schuster, Ingmar and Sullivan, Tim J. (2020) A Rigorous Theory of Conditional Mean Embeddings. SIAM Journal on Mathematics of Data Science, 2 (3). pp. 583-606. 2018Klebanov, Ilja (2018) Axiomatic approach to variable kernel density estimation. arXiv preprint arXiv:1805.01729 . (Submitted) Klebanov, Ilja (2018) Adaptive Convolutions. arXiv preprint arXiv:1805.00703 . (Submitted) 2016Klebanov, Ilja (2016) Approximation of PDEs with Underlying Continuity Equations. Technische Universität München . (Submitted) |
