emirceyani / emirceyani

Hi, I'm Emir Ceyani, an aspiring machine learning researcher and a PhD student from Los Angeles, CA 🇺🇸.

I am a Ph.D. student interested in deep learning , machine learning theory, federated learning, and Bayesian neural networks under the leadership of Prof. Salman Avestimehr at University of Southern California(USC). I also am an active contributor to FedML library. During my M.Sc. at Bilkent University, I was a research engineer at Turkcell Technologies, Istanbul,🇹🇷.

My main expertise has revolved around :

1. Federated learning
2. Graph neural networks
3. Bayesian deep learning
4. Probabilistic deep generative models(VAE, NF,...) & variational inference methods
5. Spatio-temporal forecasting with deep learning

• 👨🏽‍💻 I’m currently working on my PhD on federated machine/deep learning ;
• 🌱 I’m currently learning meta learning, Bayesian non-parametrics, neural architecture search, and personalisation algortihms;
• 👯 I’m looking to collaborate on research ideas 🤝 and I am always looking for research internships;
• 📫 How to reach me: [email protected];

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