Ilja Klebanov

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 7

Top Topics

Mixture Distributions

Maximum A Posteriori Estimation

Top Venues

SIAM J. Math. Data Sci.

J. Comput. Graph. Stat.

Publications

Ilja Klebanov, Timothy John Sullivan
Transporting Higher-Order Quadrature Rules: Quasi-Monte Carlo Points and Sparse Grids for Mixture Distributions. CoRR (2023)
Robert Polzin, Ilja Klebanov, Nikolas Nüsken, Péter Koltai
Nonnegative matrix factorization for coherent set identification by direct low rank maximum likelihood estimation. CoRR (2023)
Birzhan Ayanbayev, Ilja Klebanov, Han Cheng Lie, Timothy John Sullivan
Γ-convergence of Onsager-Machlup functionals. Part II: Infinite product measures on Banach spaces. CoRR (2021)
Birzhan Ayanbayev, Ilja Klebanov, Han Cheng Lie, Timothy John Sullivan
Γ-convergence of Onsager-Machlup functionals. Part I: With applications to maximum a posteriori estimation in Bayesian inverse problems. CoRR (2021)
Ingmar Schuster, Ilja Klebanov
Markov Chain Importance Sampling - A Highly Efficient Estimator for MCMC. J. Comput. Graph. Stat. 30 (2) (2021)
Ilja Klebanov, Ingmar Schuster, Timothy John Sullivan
A Rigorous Theory of Conditional Mean Embeddings. SIAM J. Math. Data Sci. 2 (3) (2020)
Ingmar Schuster, Ilja Klebanov
Markov Chain Importance Sampling - a highly efficient estimator for MCMC. CoRR (2018)