Sequential Monte Carlo algorithm for approximation of posterior distributions.
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Updated
Jul 13, 2022 - Julia
Sequential Monte Carlo algorithm for approximation of posterior distributions.
Modified Extended Kalman Filter with generalized exponential Moving Average and dynamic Multi-Epoch update strategy (MEKF_MAME)
(CUMCM2018)Adaptive genetic algorithm based on improved harmony algorithm
Adaptable generative prediction using recursive least square algorithm
[IEEE ICASSP 2021] "A fast randomized adaptive CP decomposition for streaming tensors". In 46th IEEE International Conference on Acoustics, Speech, & Signal Processing, 2021.
[Patterns 2023] Tracking Online Low-Rank Approximations of Higher-Order Incomplete Streaming Tensors. In Patterns (Cell Press) 2023.
MATLAB toolbox for computing adaptive stochastic collocation finite element approximations for elliptic PDEs with random inputs
Python package for executing optimization algorithm.
Solved tasks of "Machine Learning" course, contains implementations of main machine learning algorithms.
Forward A* and Adaptive A* for navigation in partially known environments
An extension of T-IFISS to diffusion problems with random inputs
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