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

An extension of T-IFISS to diffusion problems 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

🧬 Adaptive algorithm for agents participating in a variant of the iterated prisoners dilemma problem.