Professor and Associate Head, Department of Computer SciencePurdue University

Associate Director, Health Data Science, Regenstrief Center for Healthcare Engineering (RCHE)

Education

Ph.D/M.Phil./M.Sc. in Computer Science (May 2003), Computer Science Department, Yale University
BS/M.Sc. in Computer Engineering (July 1997), Computer Engineering and Informatics Department, University of Patras

Research Interests

Theory: Randomized Numerical Linear Algebra (RandNLA)
Applications: Genomics & Big Data

Links: Wikipedia, Google Scholarshort biofull CV.

Randomization in Numerical Linear Algebra made a cameo appearance in Netflix's hit series 'The Lincoln Lawyer'!  Watch this short clip from Season 1, Episode 3 (disclaimer). Michael Mahoney and I coined this term in late 2011 and the first workshop on Randomized Numerical Linear Algebra (RandNLA) was held during FOCS 2012 (check the Nuit Blanche and My Biased Coin blog posts for details).

News

Jan '24: Semester-long program on "Stochastic and Randomized Algorithms in Scientific Computing: Foundations and Applications" at ICERM, Brown University, in Spring 2026. Co-organized with: Harbir AntilJulianne ChungYoussef M Marzouk; Agnieszka MiedlarArvind Saibaba.

Jan '24: 2024 Gene Golub SIAM Summer School (G2S3) on Iterative and Randomized Methods for Large-Scale Inverse Problems:

Dec '23: Our department marks its 60th anniversary

Nov '23: Video from my talk at the Optimization and Algorithm Design workshop at the Simons Institute for the Theory of Computing at UC Berkeley

Aug '23: Video from my talk at the BIRS Workshop on New Directions in Applied Linear Algebra.

Jul '23: Congratulations to Myson Burch for successfully defending his thesis. Myson will join the Computational Genomics Group at the IBM TJ Watson Research Center.

Jun '23: Purdue launched partnerships with multiple Greek Universities (National Technical University of Athens, National and Kapodistrian University of Athens, University of Patras, and Democritus University), as well as with the American-Hellenic Chamber of Commerce. Press releases covering the partnerships:

May '23: I am honored to have been selected by Purdue University to serve as a Big Ten Academic Alliance Program (ALP) Fellow in 2022-2023. 

May '23: Celebrating 60 years of Purdue CS: pushing the field forward and stories from students, alumni, and faculty. Purdue CS is ranked #16 by the U.S. News & World Report and #15 by CSrankings.

May '23: Slides and video from my talk at the 1W-MINDS seminar.

Apr '23: SIAM Fellow, Class of 2023 (Purdue press release)

Mar '23: Congratulations to Pritesh Jain for for successfully defending his thesis. Pritesh will join the LKCMedicine group at the Nanyang Technological University Singapore as a Research Fellow. 

Feb '23: I am honored to have received Purdue's College of Science Diversity Award.

Jan '23: I am honored to have been appointed a Purdue University Faculty Scholar

Previous years: 2022; 2021; 2020; 2019201820172006-2016.