Concepedia

George Papamakarios

GP

17

Publications

1.3K

Citations

14

H-Index

2016

Active since

Affiliations

University of Edinburgh(Current)

Google DeepMind (United Kingdom)

China Datang Corporation (China)

Google (United States)

Shandong University of Political Science and Law

George Papamakarios is an author at University of Edinburgh specializing in engineering, computer science, and data science.

Top concepts

EngineeringComputer ScienceData ScienceMachine LearningStatisticsStatistical InferenceInverse ProblemsBayesian InferenceArtificial IntelligenceSimulation

Publications per year

2016–2020

17

Publications

17

Normalizing Flows for Probabilistic Modeling and Inference

George Papamakarios, Eric Nalisnick, Danilo Jimenez Rezende et al. · arXiv (Cornell University) · 2019 · 343 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +19

Masked Autoregressive Flow for Density Estimation

George Papamakarios, Theo Pavlakou, Iain Murray · arXiv (Cornell University) · 2017 · 202 citations · Full text

Engineering, Machine Learning, Autoencoders +16

30th Conference on Neural Information Processing Systems (NIPS 2016)

George Papamakarios, Iain Murray · Neural Information Processing Systems · 2016 · 164 citations

Intelligent Information Processing, Engineering, Machine Learning +3

Fast $ε$-free Inference of Simulation Models with Bayesian Conditional Density Estimation

George Papamakarios, Iain Murray · arXiv (Cornell University) · 2016 · 150 citations · Full text

Bayesian Statistic, Engineering, Simulation +16

nflows: normalizing flows in PyTorch

Conor Durkan, Artur Bekasov, Iain Murray et al. · Zenodo (CERN European Organization for Nuclear Research) · 2020 · 81 citations · Full text

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