My Research :
Research Interests : Machine Learning, Statistical Learning Theory, Online Learning, Optimization, Empirical Process Theory, Concentration Inequalities, Game Theory
Publications :
Alexander Rakhlin, Karthik Sridharan, Alexandre Tsybakov
[pdf]
Nathan Srebro, Karthik Sridharan
[pdf]
B. Conferences
Alexander Rakhlin, Karthik Sridharan
COLT 2014 [pdf]
Alexander Rakhlin, Karthik Sridharan
To appear in Book Chapter : Festschrift in honor of A. Chervonenkis. [pdf]
Alexander Rakhlin, Karthik Sridharan
Proceedings of IEEE Information Theory Workshop, 2013. Invited paper [pdf]
Alexander Rakhlin, Karthik Sridharan
NIPS 2013 [pdf]
Wei Han, Alexander Rakhlin, Karthik Sridharan
COLT 2013 [pdf]
Alexander Rakhlin, Karthik Sridharan
COLT 2013
[pdf] , [Arxiv version]
Alexander Rakhlin, Ohad Shamir, Karthik Sridharan
AISTATS 2013
Alexander Rakhlin, Ohad Shamir, Karthik Sridharan
NIPS 2012 [pdf]
Alexander Rakhlin, Ohad Shamir, Karthik Sridharan
ICML 2012 [Arxiv Version]
Shai Ben-David, David Loker, Nathan Srebro, Karthik Sridharan
ICML 2012 [pdf]
Nathan Srebro, Karthik Sridharan, Ambuj Tewari
NIPS 2011 [Arxiv Version]
Andrew Cotter, Ohad Shamir , Nathan Srebro, Karthik Sridharan
NIPS 2011 [Arxiv Version]
Alexander Rakhlin, Karthik Sridharan, Ambuj Tewari
NIPS 2011 [pdf] [Arxiv Version]
Alexander Rakhlin, Karthik Sridharan, Ambuj Tewari
COLT 2011, [pdf] [Arxiv Version]
Dean Foster, Alexander Rakhlin, Karthik Sridharan, Ambuj Tewari
COLT 2011, [pdf]
Alexander Rakhlin, Karthik Sridharan, Ambuj Tewari
NIPS 2010 [pdf] [Arxiv Version]
Nathan Srebro, Karthik Sridharan, Ambuj Tewari
NIPS 2010 [pdf] [Arxiv version]
Ofer Dekel, Claudio Gentile, Karthik Sridharan
COLT 2010 [pdf]
Karthik Sridharan, Ambuj Tewari
COLT 2010 [pdf]
Shai Shalev-Shwartz, Ohad Shamir, Karthik Sridharan
COLT 2010 [pdf], A shorter version presented at the best paper track IJCAI 2011 [pdf]
Sham Kakade, Ohad Shamir, Karthik Sridharan, Ambuj Tewari
AISTATS 2010 [Arxiv version]
Shai Shalev-Shwartz, Ohad Shamir, Karthik Sridharan
Open Problems, COLT 2009 [pdf]
Shai Shalev-Shwartz, Ohad Shamir, Nathan Srebro, Karthik Sridharan
COLT 2009 [pdf]
Shai Shalev-Shwartz, Ohad Shamir, Nathan Srebro, Karthik Sridharan
COLT 2009 [pdf]
Kamalika Chaudhuri, Sham Kakade, Karen Livescu, Karthik Sridharan
ICML 2009 [pdf]
Sham Kakade, Karthik Sridharan, Ambuj Tewari
NIPS 2008 [pdf]
Shai Shalev-Shwartz, Nathan Srebro, Karthik Sridharan
NIPS 2008 [pdf]
Karthik Sridharan, Sham M. Kakade
21st Annual Conference on Learning Theory (COLT 2008) [pdf]
Karthik Sridharan, Matthew J Beal, Venu Govindaraju
ICPR'06 [pdf]
Faisal Farooq, Karthik Sridharan, Venu Govindaraju
ICPR'06
Karthik Sridharan, Faisal Farooq, Venu Govindaraju
(SDIUT 2005, pp. 89-94.)
Karthik Sridharan, Venu Govindaraju
(IEEE AUTOID 2005. Best Paper Award - Second Prize, pp.51-56)
Karthik Sridharan, Sankalp Nayak, Sharat Chikkerur, Venu Govindaraju
(AVBPA 2005, pp.977-986.)
K.G. Srinivasa, Karthik Sridharan, P. Deepa Shenoy, Venugopal K.R., L.M. Patnaik
(Proceedings of 6th International Conference on Intelligent Data Engineering
and Automated Learning (IDEAL 05),
Springer Verlag, LNCS, July 6th – 9th 2005, Brisbane,
Australia, pp. 555-562.)
K.G. Srinivasa, Karthik Sridharan, P. Deepa Shenoy, Venugopal K.R., L.M. Patnaik
(KBCS-2004, Fifth International Conference On Knowledge Based Computer Systems,
Hyderabad, India, December 19-22, 2004, pp. 290 - 301.)
K.G. Srinivasa, Karthik Sridharan, P. Deepa Shenoy, Venugopal K.R., L.M. Patnaik
(Proceedings of IASTED International Conference on Artificial Intelligence and Applications (AIA 2004), ISSN: 1027-2666,
Austria, Innsburg, Feb 16 - 18, 2004, pp. 264-269.)
C. Journals
Alexander Rakhlin, Karthik Sridharan, Ambuj Tewari
Probability Theory and Related Fields, 2014, to appear [pdf]
Ofer Dekel, Claudio Gentile, Karthik Sridharan
Journal of Machine Learning Research, 2012 [pdf]
Shai Shalev-Shwartz, Ohad Shamir, Karthik Sridharan
SIAM Journal on Computing, 40(6):1623-1646, 2011 [pdf]
Shai Shalev-Shwartz, Ohad Shamir, Nathan Srebro, Karthik Sridharan
Journal of Machine Learning Research, 11(Oct):2635-2670, 2010 [pdf]
K.G. Srinivasa, Karthik Sridharan, P. Deepa Shenoy, Venugopal K.R., L.M. Patnaik
International Journal on Intelligent Data Analysis, Volume 10, Number 2, 2006, IOS Press.
D. Thesis
Karthik Sridharan Advisor : Nati Srebro
Thesis Commitee : David McAllester, Arkadi Nemirovski, Alexander Razborov, Nathan Srebro
Toyota Technological Institute at Chicago
[pdf]
Karthik Sridharan
Advisor : Venu Govindaraju
Computer Science, SUNY Buffalo, 2006
[pdf]
E. Lecture Notes
Alexander Rakhlin, Karthik Sridharan
STAT 298, Lecture Notes [pdf]
F. Notes
Karthik Sridharan
(Theorems and proofs of a few concentration inequalities) - [pdf] [ps] [dvi] [gzipped]
Karthik Sridharan
[pdf]
Nathan Srebro, Karthik Sridharan
[pdf]
G. National Conferences in India
Karthik Sridharan
(Award winning paper at Young IT Professional Award 2003, south regional of Computer Society of India, Bangalore chapter.)
Karthik Sridharan , Jibi Abraham
(SPIN 2003 national conference, Bangalore.)
Metropolis, N., and S. Ulam. 1949. The Monte Carlo method. J. Amer. Statist. Assoc. 44: 335–341
Neal, R. M. (2003) ``Slice sampling'' (with discussion), Annals of Statistics, vol. 31, pp. 705-767