Concepedia

Steve Hanneke

SH

Statistics

Publications

23

Citations

2K

H-Index

17

Active since

2006

Affiliations

Carnegie Mellon University(Current)

Toyota Technological Institute at Chicago

Columbia University

Steve Hanneke is an author at Carnegie Mellon University specializing in computer science, machine learning, and computing.

Publications per year

2006–2022

23

Publications

23

Discrete temporal models of social networks

Steve Hanneke, Wenjie Fu, Eric P. Xing · Electronic Journal of Statistics · 2010 · 583 citations · Full text

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A bound on the label complexity of agnostic active learning

Steve Hanneke · 2007 · 250 citations

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Theory of Disagreement-Based Active Learning

Steve Hanneke · Foundations and Trends® in Machine Learning · 2014 · 186 citations

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A theory of transfer learning with applications to active learning

Steve Hanneke, Jaime Carbonell · Machine Learning · 2012 · 173 citations · Full text

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The true sample complexity of active learning

Maria-Florina Balcan, Steve Hanneke, Jennifer Wortman Vaughan · Machine Learning · 2010 · 104 citations · Full text

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