Pradeep Ravikumar

Alumni Faculty, GDC 4.808
Pradeep Ravikumar

I lead the Foundations of Statistical Machine Learning Group in the Machine Learning Department, School of Computer Science at Carnegie Mellon University.

I obtained my PhD from the School of Computer Science at Carnegie Mellon University in 2007, advised by John Lafferty, and was a postdoctoral scholar at the Department of Statistics, University of California, Berkeley through 2009, working with Martin Wainwright and Bin Yu.

I have received the Sloan Research Fellowship, the National Science Foundation’s CAREER Award, and the Siebel Scholarship.

I was Program Chair for the Sixteenth International Conference on Artificial Intelligence and Statistics (AISTATS) 2013.

Phd Thesis: Approximate Inference, Structure Learning and Feature Estimation in Markov Random Fields. Honorable Mention, ACM SIGKDD Dissertation Award. Honorable Mention, CMU School of Computer Science Distinguished Dissertation Award.

Publications

2017

2016

2015

2014

2013

2012

2011

2010

2009

2008