Ioana Dumitriu (born in 1976) is a Romanian-American mathematician who works as a professor of mathematics at the University of California, San Diego. Her research interests include the theory of random matrices, numerical analysis, scientific computing, and game theory.
She holds a BA in Mathematics from New York University (1999) and a PhD in Applied Mathematics from Massachusetts Institute of Technology (2003). Following a Miller Research Fellowship at University of California, Berkeley (2003-2006), she became a regular faculty member in the Department of Mathematics at University of Washington, Seattle (2006-2019). She joined UCSD in 2019.
Dumitriu's research spans a number of areas that fall under the large umbrella of data science: from numerical linear algebra and scientific computing to stochastic eigenanalysis (a.k.a. random matrix theory), and from discrete probability and spectra of random graphs to applications in machine learning, specifically to clustering and community detection.
text and image from UCSanDiego
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