Concepedia

Pradeep Ravikumar

PR

87

Publications

7.2K

Citations

38

H-Index

2003

Active since

Affiliations

The University of Texas at Austin(Current)

Carnegie Mellon University

University of California, Berkeley

Pradeep Ravikumar is an author at The University of Texas at Austin specializing in engineering, data science, and computer science.

Top concepts

EngineeringData ScienceComputer ScienceMachine LearningStatistical InferenceStatisticsDeep LearningKnowledge DiscoveryArtificial IntelligenceMathematical Programming

Publications per year

2003–2022

87

Publications

87

A comparison of string distance metrics for name-matching tasks

William W. Cohen, Pradeep Ravikumar, Stephen E. Fienberg · 2003 · 1.4K citations

Different Metrics, Engineering, Semantic Web +21

Learning with Noisy Labels

Nagarajan Natarajan, Inderjit S. Dhillon, Pradeep Ravikumar et al. · 2013 · 563 citations

Adaptive name matching in information integration

Mikhail Bilenko, Razvan Bunescu and Raymond J. Mooney, William W. Cohen et al. · IEEE Intelligent Systems · 2003 · 476 citations

Engineering, Semantic Web, Name Matching +19

A Dirty Model for Multi-task Learning

Ali Jalali, Sujay Sanghavi, Chao Ruan et al. · 2010 · 355 citations

Information-Theoretic Lower Bounds on the Oracle Complexity of Stochastic Convex Optimization

Alekh Agarwal, Peter L. Bartlett, Pradeep Ravikumar et al. · IEEE Transactions on Information Theory · 2012 · 235 citations

Mathematical Programming, Engineering, Machine Learning +18

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