European Conference on Numerical Mathematics and Advanced Applications
"Enhancing the Ensemble Kalman Filter with Importance Sampling and QMC Transport"
WEnKF_Klebanov_EnuMath_2025.pdfOberwolfach Workshop on Uncertainty Quantification
"Defining Modes and MAP Estimators: A Systematic Approach" (Blackboard Talk)
Mathematical Research Institute of Oberwolfach
Periodic_Table_Paper.pdf16th International Conference in Monte Carlo & Quasi-Monte Carlo Methods in Scientific Computing
"Enhanced Lattice-based Kernel Cubature through Weight Optimization"
University of Waterloo, Canada
weighted_QMC_Klebanov_MCQMC_2024.pdfWorkshop on Optimal Transport: from Theory to Applications
"QMC and Sparse Grids Beyond Uniform Distributions on Cubes"
Humboldt University of Berlin
Poster_Mixture_Transport_HU_2024.pdf15th SIAM Conference on Uncertainty Quantification
"Kernel Approaches to Bayesian Inference -
Sequential Monte Carlo & Ensemble Kalman Filters"
February 27 - March 1 , 2024
SIAM_UQ_24_Klebanov_KDE_Fokker_Planck.pdf10th International Congress on Industrial and Applied Mathematics
"Quasi Monte Carlo & Sparse Grids -
beyond uniform distributions on cubes"
Waseda University, Tokyo, Japan
TQMC_Klebanov_ICIAM_2023.pdf"On Definitions of Modes and MAP Estimators"
Technische Universität Dresden
GAMM_2023_MAP_Klebanov.pdf15th International Conference in Monte Carlo & Quasi-Monte Carlo Methods in Scientific Computing
"Stability of MAP Estimation"
Johannes Kepler University in Linz
MCQMC_2022_Klebanov.pdf14th International Conference in Monte Carlo & Quasi-Monte Carlo Methods in Scientific Computing
"Markov Chain Importance Sampling"
University of Oxford (online event due to pandemic)
MCQMC2020_MCIS.pdfWorkshop on Mathematics of Deep Learning
"A Rigorous Theory of Conditional Mean Embeddings"
rigorousCME_WIAS_2019.pdfOberwolfach Workshop on Uncertainty Quantification
"Objective Priors in the Empirical Bayes Framework"
Mathematical Research Institute of Oberwolfach
OberwolfachObjectiveEmpiricalBayes2019.pdf