- Numerical Analysis
- Numerical Linear Algebra
- Scientific Computing
- Stochastic Eigenanalysis
- Discrete Probability
- Applications in Machine Learning
UC San Diego
9500 Gilman Drive # 0112
La Jolla, CA 92093-0112
Ioana Dumitriu holds a B.A. in Mathematics from New York University (1999) and a Ph.D. 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.
- Fellow of the American Mathematical Society
- NSF CAREER Award
- Winner of the Leslie Fox Prize in Numerical Analysis
- Honorable Mention for the Householder Prize in Numerical Linear Algebra