About me

I’m a Master's student in Mathematics and Computer Science at Saarland University. I'm also a researcher at CISPA working at MLO Lab with Prof. Sebastian Stich. My main focus nowadays is on Optimization Theory (minimax, decentralized). Check my Latent CV as well :)

Research Interests

My research interests include but are not limited to the following areas:

So far, my research has primarily focused on optimization theory, particularly in distributed settings and minimax problems. I have worked on understanding the effectiveness of Local SGD from a theoretical perspective, providing a new convergence guarantee for this method. More recently, I have been developing a communication-efficient approach for solving minimax problems in a distributed manner. Lately, my interests have shifted toward deep learning theory, specifically the role of optimizers in both the training and testing phases, with a focus on generalization error. I aim to gain deeper insights into how the implicit bias of modern optimizers affects generalization performance.

I'm always open to meet new people and chatting about ML or anything else. You can simply send me an email.

News

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  • (2022) Finished my bachelor's at IUT :))
  • (2022) Joined LIONS Lab @ EPFL as an intern.
  • (2021) Joined Vita Lab @ EPFL as an intern.

Publications

Blogs

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More facts about me

What I DON't like (sorted randomly with implicit bias)

What I really like