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Karthik Sridharan

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  • Karthik Sridharan
  • Dept: Computer Science
  • Title: Assistant Professor
  • Address: 424 Gates Hall
  • Phone: 607 255-8294
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Research Interests

Machine Learning, Statistical Learning Theory, Online Learning and Decision Making, Optimization, Empirical Process Theory, Concentration Inequalities, Game Theory

 

Selected Publications

  • Rakhlin, Alexander, Karthik Sridharan. 2017. "Efficient Multiclass Prediction on Graphs via Surrogate Losses." Paper presented at AISTATS 2017
  • Kusner, Matt, Yu Sun, Karthik Sridharan, Kilian Weinberger. 2016. "Differentially Private Causal Inference." Paper presented at Articial Intelligence and Statistics (AISTATS)
  • Foster, Dylan, Li Zhiyuan, Lykouris Thodoris, Karthik Sridharan, Tardos Eva. 2016. "Learning in Games: Robustness of Fast Convergence." Paper presented at Neural Information Processing Systems (NIPS)
  • Zeyuan, Allen-Zhu, Yuan Yang, Karthik Sridharan. 2016. "Exploiting the Structure: Stochastic Gradient Methods Us-ing Raw Clusters." Paper presented at Neural Information Processing Systems (NIPS 2016)
  • Foster, Dylan, Alexander Rakhlin, Karthik Sridharan. 2015. "Adaptive Online Learning." Paper presented at Neural Information Processing Systems (NIPS)

Selected Awards and Honors

  • Best Paper Award - Conference on Learning Theory (COLT) 2011
  • Best Paper Award - Conference on Learning Theory (COLT) 2010
  • Best Paper Award (Second Prize) - IEEE Automatic Identication Advanced Technologies (AutoID) 2005
  • Young IT Professional Award, South Regional, Computer Society of India 2003

Websites

Education

  • BE M.S. Ramaiah Institute of Technology, 2004
  • MS (Computer Science), University at Buffalo, State University of New York, 2006
  • Ph D (Computer Science), Toyota Technological Institute at Chicago, 2011