Concepedia

Samory Kpotufe

SK

Statistics

Publications

17

Citations

512

H-Index

14

Active since

2007

Affiliations

Toyota Technological Institute at Chicago(Current)

University of California San Diego

Max Planck Institute for Intelligent Systems

Princeton University

Columbia University

Samory Kpotufe is an author at Toyota Technological Institute at Chicago specializing in data science, engineering, and statistical inference.

Top concepts

EngineeringData ScienceMachine LearningStatistical InferenceStatisticsData MiningComputer ScienceKnowledge DiscoveryPattern RecognitionBusiness

Publications per year

2007–2022

17

Publications

17

k-NN Regression Adapts to Local Intrinsic Dimension

Samory Kpotufe · arXiv (Cornell University) · 2011 · 62 citations · Full text

Engineering, Machine Learning, Data Science +14

Which Spatial Partition Trees are Adaptive to Intrinsic Dimension?

Nakul Verma, Samory Kpotufe, Sanjoy Dasgupta · arXiv (Cornell University) · 2012 · 62 citations · Full text

Consistent Procedures for Cluster Tree Estimation and Pruning

Kamalika Chaudhuri, Sanjoy Dasgupta, Samory Kpotufe et al. · IEEE Transactions on Information Theory · 2014 · 52 citations

Cluster Tree Estimation, Engineering, Network Analysis +18

A different approach to sensor networking for shm: Remote powering and interrogation with unmanned aerial vehicles

Michael D. Todd, David Mascareñas, Eric Flynn et al. · 2007 · 46 citations

Different Approach, Remote Powering, Engineering +10

A tree-based regressor that adapts to intrinsic dimension

Samory Kpotufe, Sanjoy Dasgupta · Journal of Computer and System Sciences · 2012 · 37 citations

Engineering, Machine Learning, Data Science +4

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