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.

ML directed Large Neighborhood Search for Rotating Workforce Scheduling Problem

An extension of T-IFISS to diffusion problems with random inputs

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.