Every Call is Precious: Global Optimization of Black-Box Functions with Unknown Lipschitz Constants

Code the ICML 2024 paper: "Variance-reduced Zeroth-Order Methods for Fine-Tuning Language Models"

Implementation and comparison of zero order vs first order method on the AdaMM (aka AMSGrad) optimizer: analysis of convergence rates and minima shape

Implementation of defiltering techniques for blurry and noisy images

Implementation (in Python) of iterative methods for black-box image deblurring

Implementation of iterative methods for black-box image deblurring

Algorithms of zero and first order laboratory work of ITMO CT optimization course.

Stochastic optimization research conducted together with Alexander Gasnikov

Implementation of reverse filtering (or defiltering)