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 :
- Federated learning
- Graph neural networks
- Bayesian deep learning
- Probabilistic deep generative models(VAE, NF,...) & variational inference methods
- 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: ceyani@usc.edu;
Languages and Tools:
