Concepedia

Alina Beygelzimer

AB

Statistics

Publications

30

Citations

5.7K

H-Index

21

Active since

1999

Affiliations

IBM (United States)(Current)

Yahoo (United States)

IBM Research - Thomas J. Watson Research Center

Princeton University

Research!America (United States)

Alina Beygelzimer is an author at IBM (United States) specializing in engineering, computer science, and machine learning.

Top concepts

EngineeringComputer ScienceData ScienceMachine LearningData MiningKnowledge DiscoveryPattern RecognitionArtificial IntelligenceSupervised LearningPredictive Analytics

Publications per year

1999–2020

30

Publications

30

Advances in Neural Information Processing Systems 32 (NeurIPS 2019)

Hanna Wallach, Hugo Larochelle, Alina Beygelzimer et al. · SPIRE - Sciences Po Institutional REpository · 2020 · 2.4K citations

Cover trees for nearest neighbor

Alina Beygelzimer, Sham M. Kakade, John Langford · 2006 · 822 citations

Engineering, Machine Learning, Computational Complexity +19

Importance weighted active learning

Alina Beygelzimer, Sanjoy Dasgupta, John Langford · 2009 · 285 citations

Artificial Intelligence, Classification Method, Engineering +15

Agnostic active learning

Maria-Florina Balcan, Alina Beygelzimer, John Langford · 2006 · 282 citations

Artificial Intelligence, Engineering, Machine Learning +16

Improving network robustness by edge modification

Alina Beygelzimer, G. Grinstein, Ralph Linsker et al. · Physica A Statistical Mechanics and its Applications · 2005 · 212 citations

Network Science, Graph Theory, Engineering +6

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