Sequential Monte Carlo algorithm for approximation of posterior distributions.
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Updated
Aug 28, 2024 - Julia
Sequential Monte Carlo algorithm for approximation of posterior distributions.
[IEEE ICASSP 2021] "A fast randomized adaptive CP decomposition for streaming tensors". In 46th IEEE International Conference on Acoustics, Speech, & Signal Processing, 2021.
Adaptable generative prediction using recursive least square algorithm
Solved tasks of "Machine Learning" course, contains implementations of main machine learning algorithms.
[Patterns 2023] Tracking Online Low-Rank Approximations of Higher-Order Incomplete Streaming Tensors. In Patterns (Cell Press) 2023.
Modified Extended Kalman Filter with generalized exponential Moving Average and dynamic Multi-Epoch update strategy (MEKF_MAME)
Python package for executing optimization algorithm.
An extension of T-IFISS to diffusion problems with random inputs
Forward A* and Adaptive A* for navigation in partially known environments
(CUMCM2018)Adaptive genetic algorithm based on improved harmony algorithm
MATLAB toolbox for computing adaptive stochastic collocation finite element approximations for elliptic PDEs with random inputs
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