Karthik Sridharan

Multi-view clustering via canonical correlation analysis

Kamalika Chaudhuri, Sham M. Kakade, Karen Livescu et al. · 2009 · 824 citations · Full text

Computing, Computer Science, Data Science +17

Making Gradient Descent Optimal for Strongly Convex Stochastic Optimization

Alexander Rakhlin, Ohad Shamir, Karthik Sridharan · arXiv (Cornell University) · 2011 · 549 citations · Full text

Computing, Computer Science, Algorithms +12

Learnability, Stability and Uniform Convergence

Shai Shalev‐Shwartz, Ohad Shamir, Nathan Srebro et al. · Journal of Machine Learning Research · 2010 · 324 citations

Computing, Computer Science, Mathematics +13

On the Complexity of Linear Prediction: Risk Bounds, Margin Bounds, and Regularization

Sham M. Kakade, Karthik Sridharan, Ambuj Tewari · ScholarlyCommons (University of Pennsylvania) · 2008 · 248 citations · Full text

Computing, Computer Science, Mathematics +15

Stochastic Convex Optimization.

Shai Shalev‐Shwartz, Ohad Shamir, Nathan Srebro et al. · Conference on Learning Theory · 2009 · 181 citations

Computing, Computer Science, Algorithms +16