N. Benjamin Erichson

Faculty Sponsor: 
Michael Mahoney
Primary Research Area: 
Applied & Theoretical Statistics
Applied Statistics, Machine Learning, Statistics in Physical Sciences
erichson [at] berkeley [dot] edu
Office / Location: 
473 Evans Hall (Visiting Dates 9/1/18-8/31/2020)
Research Interests: 

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.