ML / optimization researcher · M.S. candidate @ MIPT · Researcher @ MIPT / ISP RAS / BRAIn Lab
ThunderstormXX | Homepage | Google Scholar | CV | Email
You may want to:
- Learn more about me, see my Homepage
- Check out my Resume and CV
- See my B.S. and M.S. thesis repositories
- Browse my featured projects
- See links to my publications and GitHub projects below
- Aligning Distributionally Robust Optimization with Practical Deep Learning Needs
- Why SGD is not Brownian Motion: A New Perspective on Stochastic Dynamics
- Frank-Wolfe Modifications for Equilibrium Traffic Assignment
- Stochastic Origin Frank-Wolfe for Traffic Assignment
- Modeling Skiers Flows via Wardrop Equilibrium in Closed Capacitated Networks
- Conjugate Frank-Wolfe in Machine Learning
- SGDiffusion: finite-step SGD dynamics and local-minima experiments
- MLFinance: neural surrogates for Black-Scholes prices and Greeks
- Computational Mathematics: numerical methods, error analysis, interpolation, and differential equations
- Just Relax It: discrete-variable relaxation methods for PyTorch
- MLNotes: notebooks on forecasting, stochastic processes, GANs, Neural ODEs, and statistics
- Ridiculous LLM Compression: pruning and healing experiments for large language models
More projects are available on my personal project index.