Concepedia

Maya R. Gupta

MR

57

Publications

3.1K

Citations

29

H-Index

2001

Active since

Affiliations

University of Washington(Current)

Google (United States)

University of Washington Applied Physics Laboratory

University of California, Berkeley

Stanford University

Maya R. Gupta is an author at University of Washington specializing in engineering, computer science, and data science.

Top concepts

EngineeringComputer ScienceData ScienceMachine LearningPattern RecognitionData MiningKnowledge DiscoverySupervised LearningImage AnalysisMachine Vision

Publications per year

2001–2021

57

Publications

57

Similarity-based Classification: Concepts and Algorithms

Yihua Chen, Eric Garcia, Maya R. Gupta et al. · Journal of Machine Learning Research · 2009 · 292 citations

Engineering, Machine Learning, Similarity Measure +17

Theory and Use of the EM Algorithm

Maya R. Gupta · Foundations and Trends® in Signal Processing · 2010 · 262 citations

Em Algorithm, Engineering, Algorithm Design +5

Bayesian Quadratic Discriminant Analysis

Santosh Kumar Srivastava, Maya R. Gupta, Béla A. Frigyik · Journal of Machine Learning Research · 2007 · 224 citations

Bayesian Statistic, Engineering, Machine Learning +18

To Trust Or Not To Trust A Classifier

Heinrich Jiang, Been Kim, Melody Y. Guan et al. · arXiv (Cornell University) · 2018 · 185 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +17

OCR binarization and image pre-processing for searching historical documents

Maya R. Gupta, Nathaniel Jacobson, Eric Garcia · Pattern Recognition · 2006 · 136 citations

Machine Vision, Information Retrieval, Image Analysis +9

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