Publications

2007

• A Generalized Maximum Entropy Approach to Bregman Co-clustering and Matrix Approximations (pdf, software)
  A. Banerjee, I. Dhillon, J. Ghosh, S. Merugu, D. Modha.
  Journal of Machine Learning Research (JMLR) 8, pp. 1919-1986, August 2007.

2006

• Adaptive Website Design using Caching Algorithms (pdf, software)
  J. Brickell, I. Dhillon, D. Modha.
  ACM International Conference on Knowledge Discovery and Data Mining (KDD) (Workshop on Web Mining and Web Usage Analysis) (WebKDD), August 2006.

2003

• Information-Theoretic Co-clustering (pdf, software)
  I. Dhillon, S. Mallela, D. Modha.
  In ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD), pp. 89-98, August 2003.

2002

• Class Visualization of High-Dimensional Data with Applications (pdf, software)
  I. Dhillon, D. Modha, W. Spangler.
  Computational Statistics & Data Analysis (Special issue on Matrix Computations & Statistics) 4(1), pp. 59-90, November 2002.

2001

• Concept Decompositions for Large Sparse Text Data using Clustering (pdf, software)
  I. Dhillon, D. Modha.
  Machine Learning , January 2001.

1999

• A Data Clustering Algorithm on Distributed Memory Multiprocessors (pdf, software)
  I. Dhillon, D. Modha.
  In ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD), August 1999.
  (Also appears as IBM Research Report RJ 10134.)
• Concept Decompositions for Large Sparse Text Data using Clustering (pdf, software)
  I. Dhillon, D. Modha.
  IBM Research Report RJ 10147, July 1999.

1998

• Visualizing Class Structure of Multidimensional Data (pdf, software)
  I. Dhillon, D. Modha, W. Spangler.
  Symposium on the Interface: Computing Science and Statistics, pp. 488-493, May 1998.