Concepedia

Karthik Sridharan

KS

Statistics

Publications

53

Citations

4.2K

H-Index

28

Active since

2008

Affiliations

Toyota Technological Institute at Chicago(Current)

University of Pennsylvania

Cornell University

Philadelphia University

The University of Texas at Austin

Karthik Sridharan is an author at Toyota Technological Institute at Chicago specializing in engineering, machine learning, and computer science.

Top concepts

EngineeringMachine LearningComputer ScienceMathematical ProgrammingData ScienceArtificial IntelligenceConvex OptimizationSupervised LearningStochastic OptimizationStatistical Inference

Publications per year

2008–2022

53

Publications

53

Multi-view clustering via canonical correlation analysis

Kamalika Chaudhuri, Sham M. Kakade, Karen Livescu et al. · 2009 · 820 citations

Engineering, Machine Learning, Random Projections +19

Making Gradient Descent Optimal for Strongly Convex Stochastic Optimization

Alexander Rakhlin, Ohad Shamir, Karthik Sridharan · arXiv (Cornell University) · 2011 · 547 citations · Full text

Mathematical Programming, Engineering, Machine Learning +12

Learnability, Stability and Uniform Convergence

Shai Shalev‐Shwartz, Ohad Shamir, Nathan Srebro et al. · Journal of Machine Learning Research · 2010 · 323 citations

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

Sham M. Kakade, Karthik Sridharan, Ambuj Tewari · ScholarlyCommons (University of Pennsylvania) · 2008 · 246 citations · Full text

Stochastic Convex Optimization.

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

Artificial Intelligence, Stochastic Convex Optimization, Engineering +14

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