Inderjit S. Dhillon

Latest

• Square Root Graphical Models: Multivariate Generalizations of Univariate Exponential Families that Permit Positive Dependencies
• Fixed-Length Poisson MRF: Adding Dependencies to the Multinomial
• Capturing Semantically Meaningful Word Dependencies with an Admixture of Poisson MRFs
• Admixture of Poisson MRFs: A Topic Model with Word Dependencies