Hi, I'm Emir Ceyani, an aspiring machine learning researcher and a PhD student from Los Angeles, CA πΊπΈ.
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,πΉπ·.
My main expertise has revolved around :
- Federated learning
- Graph neural networks
- Bayesian deep learning
- Probabilistic deep generative models(VAE, NF,...) & variational inference methods
- Spatio-temporal forecasting with deep learning
- π¨π½βπ» Iβm currently working on my PhD on federated machine/deep learning ;
- π± Iβm currently learning meta learning, Bayesian non-parametrics, neural architecture search, and personalisation algortihms;
- π― Iβm looking to collaborate on research ideas π€ and I am always looking for research internships;
- π« How to reach me: [email protected];
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