I am happy to announce that I have one paper accepted to NeurIPS 2024 on a novel class of functions that neural networks represent. This class contains functions with saddles and local minima in contrast to previous works. This is a joint work with Niccolò Ajroldi , Antonio Orvieto, and Aurelien Lucchi. It is now available on arXiv.
Bio
I am a second year PhD student at University of Basel working under the supervision of Aurelien Lucchi. Prior to that, I obtained my Master diploma from Institut Polytechnique de Paris in Data Science and Bachelor diploma from Moscow Institute of Physics and Technology in Applied Mathematics. I am interested in Optimization and its applications to Machine Learning.
On top of that, I am a big fan of football and judo.
Computer skills
- Programming languages: Python, LaTeX, C/C++
Interests
- Optimization
- Machine Learning
- Federated learning