Concepedia

Kamalika Chaudhuri

KC

84

Publications

7.3K

Citations

35

H-Index

2004

Active since

Affiliations

University of California San Diego(Current)

University of California, Berkeley

Microsoft (United States)

Toyota Technological Institute at Chicago

Kamalika Chaudhuri is an author at University of California San Diego specializing in engineering, computer science, and data science.

Top concepts

EngineeringComputer ScienceData ScienceMachine LearningStatisticsData MiningData PrivacyData SecurityKnowledge DiscoveryStatistical Inference

Publications per year

2004–2024

84

Publications

84

Differentially Private Empirical Risk Minimization.

Kamalika Chaudhuri, Claire Monteleoni, Anand D. Sarwate · PubMed · 2011 · 865 citations · Full text

Privacy Protection, Engineering, Machine Learning +17

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

Differentially Private Empirical Risk Minimization

Kamalika Chaudhuri, Claire Monteleoni, Anand D. Sarwate · arXiv (Cornell University) · 2009 · 544 citations · Full text

Privacy Protection, Engineering, Machine Learning +16

Stochastic gradient descent with differentially private updates

Shuang Song, Kamalika Chaudhuri, Anand D. Sarwate · 2013 · 511 citations

Private Updates, Batch Size, Engineering +14

Privacy-preserving logistic regression

Kamalika Chaudhuri, Claire Monteleoni · 2008 · 491 citations

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