Evgeny Lagutin's Projects
Project on using control variates for bayesian neural networks
Implementation of the method for Density Estimation on an Unknown Submanifold from the paper https://arxiv.org/pdf/1910.08477.pdf
Local-Global MCMC kernels: the best of both worlds (NeurIPS 2022)
HW1 to the GCV course 2021, Skoltech
Google AI Research
Assignments on the corse 'Computational Linguistics' at the HSE.
tasks for IITP, 6th semester
Improving Neural Text Generation with Reinforcement Learning
Homeworks on the ML course at MIPT
Some homeworks on course 'Modern numerical optimization methods', MIPT.
A few hometasks on the course "Parallel algoriithms" in MIPT.
Github repository for NLA2020 course
Neural Optimal Transport Auto-encoders
Adaptive stochastic gradient method based on the universal gradient method. The universal method adjusts Lipsitz constant of the gradient on each step so that the loss function is majorated by the quadratic function.
Final project for the course Advanced Statistical Methods in Skoltech
Курс по методам прикладного статистического анализа данных, 2020