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N. Benjamin Erichson
I am a postdoc at ICSI and the Department of Statistics at UC Berkeley, where I'm working with Michael Mahoney. I am also part of the RISELab in the Department of Electrical Engineering and Computer Sciences. Before, I was a postdoc at the Department of Applied Mathematics at the Univeristy of Washington working with Nathan Kutz and Steven Brunton. My research is concerned with the development of randomized algorithms to reduce the computational costs of extracting information from Big Data. My work lies at the intersection of machine learning, randomized numerical linear algebra, and high-dimensional data analysis. I am interested in applications arising in the areas of astronomy, climate science, fluid dynamics and neuroscience. Email: erichson @ berkeley dot edu