David I. Inouye

Alumni, dinouye@cs.cmu.edu
David Inouye

I am currently a postdoc at Carnegie Mellon University with Prof. Pradeep Ravikumar. Previously, I completed my Computer Science PhD at University of Texas at Austin working in the Center for Big Data Analytics with Prof. Inderjit Dhillon and Prof. Pradeep Ravikumar (now at CMU). My research interests include:

  1. High-dimensional probabilistic graphical models with applications in text analysis and bioinformatics
  2. Visualization of machine learning models (particularly graphical models)
  3. (Very recent) Unsupervised deep learning for generative probabilistic models

Publications

2017

2016

2015

2014