Inderjit Dhillon
Professor
Inderjit Dhillon is an ACM, IEEE, SIAM, and AAAS fellow who is also Director of the Center for Big Data Analytics. His research interests are in machine learning, large-scale data analysis and bioinformatics. He is focused on developing novel algorithms that respect the underlying problem structure and are scalable to massive data sets. His work involves high-dimensional data analysis, divide-and-conquer methods for big data analytics, social network analysis, and predicting gene-disease associations.
Research
Research Areas:
Select Publications
. July 2008. Co-clustering of Human Cancer Microarrays using Minimum Sum-Squared Residue Co-clustering. ransactions on Computational Biology and Bioinformatics .
. June 2007. Information-Theoretic Metric Learning. Proceedings of the Twenty-Fourth International Conference on Machine Learning.
. October 2005. Clustering with Bregman Divergences. Journal of Machine Learning Research .
. September 2005. A Parallel Eigensolver for Dense Symmetric Matrices based on Multiple Relatively Robust Representations. SIAM Journal on Scientific Computing.
. March 2004. Orthogonal Eigenvectors and Relative Gaps. SIAM Journal on Matrix Analysis and Applications.
Awards & Honors
- 2016 - AAAS Fellow
- 2015 - Alcalde's Texas 10
- 2014 - ACM Fellow
- 2014 - Gottesman Family Centennial Professor
- 2014 - SIAM Fellow
- 2014 - IEEE Fellow
- 2013 - ICES Distinguished Research Award
- 2012 - Best Paper, IEEE International Conference on Data Mining
- 2011 - SIAM Outstanding Paper Prize
- 2011 - Moncrief Grand Challenge Award
Contact Info
Inderjit Dhillon
Gottesman Family Centennial Professorship In Computer Sciences
(512) 471-9725
GDC 4.704