Functional Convergence of U-processes with Size-Dependent KernelsDöbler, Christian ; Kasprzak, Mikolaj ; Peccati, Giovanni ![]() in Annals of Applied Probability (in press) Detailed reference viewed: 39 (9 UL) Stein's method of exchangeable pairs in multivariate functional approximationsDöbler, Christian ; Kasprzak, Mikolaj ![]() in Electronic Journal of Probability (2021), 26 Detailed reference viewed: 79 (10 UL) Stein’s method for multivariate Brownian approximations of sums under dependenceKasprzak, Mikolaj ![]() in Stochastic Processes and Their Applications (2020), 130(8), 4927-4967 Detailed reference viewed: 87 (14 UL) Validated Variational Inference via Practical Posterior Error Bounds; Kasprzak, Mikolaj ; et alin Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics (AISTATS) (2020, June) Detailed reference viewed: 41 (18 UL) Functional approximations with Stein's method of exchangeable pairsKasprzak, Mikolaj ![]() in Annales Henri Poincare (2020), 56(4), 2540-564 Detailed reference viewed: 49 (18 UL) Scalable Gaussian Process Inference with Finite-data Mean and Variance Guarantees; ; Kasprzak, Mikolaj et alin Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics (AISTATS) 2019 (2019) Detailed reference viewed: 37 (9 UL) Practical bounds on the error of Bayesian posterior approximations: A nonasymptotic approach; Kasprzak, Mikolaj ; et alE-print/Working paper (2019) Detailed reference viewed: 57 (5 UL) Note on A. Barbour’s paper on Stein’s method for diffusion approximationsKasprzak, Mikolaj ; ; in Electronic Communications in Probability (2017) Detailed reference viewed: 121 (19 UL) Diffusion approximations via Stein's method and time changesKasprzak, Mikolaj ![]() E-print/Working paper (2017) Detailed reference viewed: 41 (1 UL) |
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