S. Sathiya Keerthi


I am a principal scientist in the Cloud and Information Services Lab (CISL, pronounced as sizzle), a new applied science group in Microsoft with Raghu Ramakrishnan as the head. I am located in Mountain View, CA. From Jan 2004-Apr 2012 I was with the Machine Learning Group of Yahoo! Research, in Santa Clara, CA. My recent research has mainly focused on the development of scalable algorithms for large margin methods including those for structured outputs, and information extraction.

Contact: keerthi at microsoft dot com







I am playing an advisory role in the organization of the Mysore Park Workshop on "Distributed Computing For Machine Learning and Optimization" to be held from 18th December to 20th December 2013 at Mysore, India, organized by Dhruv Mahajan, Chih-Jen Lin and Vikas Sindhwani.


In 2010 I attended and gave a talk at GilbertFest, a symposium in honor of my Ph.D thesis advisor, Elmer G. Gilbert. Check out the symposium page, which also has pdfs of his classic papers in Control and Optimization. I am honored to have some of my joint papers with him in that list.


Check out these fast linear classifier trainers:


Citations of my papers in Microsoft Academic Search

Citations of my papers in Google Scholar

Publications

To view the publications from a specific year, select the year from the list below:

2013    2012    2011    2010    2009    2008    2007    2006    2005    2004    2003    2002    2001    2000    1999 and Earlier


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2012

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1999 and Earlier (To be added)

Last updated: May 15, 2012