Concepedia

Charlie Frogner

CF

6

Publications

748

Citations

6

H-Index

2014

Active since

Affiliations

Massachusetts Institute of Technology(Current)

Shell (Netherlands)

Charlie Frogner is an author at Massachusetts Institute of Technology specializing in data science, engineering, and machine learning.

Top concepts

EngineeringData ScienceMachine LearningDeep LearningKnowledge DiscoverySupervised LearningPredictive AnalyticsWasserstein DistanceSemi-supervised LearningData Mining

Publications per year

2014–2019

6

Publications

6

Learning with a Wasserstein Loss

Charlie Frogner, Chiyuan Zhang, Hossein Mobahi et al. · arXiv (Cornell University) · 2015 · 270 citations · Full text

Structured Prediction, Engineering, Machine Learning +16

Automated fault detection without seismic processing

Mauricio Araya‐Polo, Taylor Dahlke, Charlie Frogner et al. · The Leading Edge · 2017 · 255 citations

Geometric Learning, Engineering, Machine Learning +24

Learning with a Wasserstein Loss

Charlie Frogner, Chiyuan Zhang, Hossein Mobahi et al. · arXiv (Cornell University) · 2015 · 122 citations · Full text

Structured Prediction, Engineering, Machine Learning +16

Machine-learning Based Automated Fault Detection in Seismic Traces

Chenhui Zhang, Charlie Frogner, Mauricio Araya‐Polo et al. · Proceedings · 2014 · 81 citations

Approximate inference with Wasserstein gradient flows

Charlie Frogner, Tomaso Poggio · arXiv (Cornell University) · 2018 · 10 citations · Full text

Engineering, Machine Learning, Data Science +15

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