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.


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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