Concepedia

Alp Kucukelbir

AK

6

Publications

2.5K

Citations

6

H-Index

2012

Active since

Affiliations

Columbia University(Current)

Yale University

Princeton University

Alp Kucukelbir is an author at Columbia University specializing in engineering, statistical inference, and computer science.

Top concepts

EngineeringStatistical InferenceStatisticsData ScienceComputer ScienceMachine LearningCryogenicsImage AnalysisComputer VisionKnowledge Discovery

Publications per year

2012–2016

6

Publications

6

Quantifying the local resolution of cryo-EM density maps

Alp Kucukelbir, Fred J. Sigworth, Hemant D. Tagare · Nature Methods · 2013 · 2K citations · Full text

High Resolution, Engineering, Cryogenics +2

Edward: A library for probabilistic modeling, inference, and criticism

Dustin Tran, Alp Kucukelbir, Adji Bousso Dieng et al. · arXiv (Cornell University) · 2016 · 221 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +15

Automatic Differentiation Variational Inference

Alp Kucukelbir, Dustin Tran, Rajesh Ranganath et al. · arXiv (Cornell University) · 2016 · 188 citations · Full text

Engineering, Machine Learning, Variational Analysis +17

Directly reconstructing principal components of heterogeneous particles from cryo-EM images

Hemant D. Tagare, Alp Kucukelbir, Fred J. Sigworth et al. · Journal of Structural Biology · 2015 · 79 citations · Full text

Image Analysis, Engineering, Physics +10

Automatic Variational Inference in Stan

Alp Kucukelbir, Rajesh Ranganath, Andrew Gelman et al. · arXiv (Cornell University) · 2015 · 71 citations · Full text

Bayesian Statistic, Bayesian Statistics, Image Analysis +15

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