Hatef Monajemi

Hatef Monajemi 

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About Me

I am currently a Stanford data science scholar and a postdoctoral fellow in the Department of Statistics at Stanford working with David Donoho. I have designed and taught a new data science course at Stanford: Massive Computational Experiments, Painlessly (STATS285).
I am interested in various aspects of Data Science, in particular the role that massive computation will play in the future of science. My current activities involve deeper understanding of high-dimensional linear classification, deep learning, and sparse reconstruction problems. I am interested in accelarating applications such MRI, NMR spectroscopy and microscopy where the long time required for sampling is a great challenge. I also develop computer abstractions and tools to facilitate ambitious data science studies involving million-CPU-hour computational experiments. I have created ClusterJob, an experiment management system (EMS) that is currently being used by more than 100 researchers at Stanford on a daily basis. To see a list of my present and past projects, please check my research page.

Education

Contact info (Office)

Room 223
Department of Statistics
Stanford University
Sequoia Hall
390 Serra Mall
Stanford, CA 94305
E-mail: monajemi AT stanford DOT edu

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