Juan Pavez - Concepedia

Author

Juan Pavez

Federico Santa María Technical University ORCID

Also Known As

J Pavez, J. Pavez, J.L. Pavez, Jaime Sánchez Pavez, Juan Pavez, Pavez, Juan

Publications

722

Citations

H-Index

Concepts

All Affiliations

Federico Santa María Technical University University of Liège New York University

About

Juan Pavez is an author at Federico Santa María Technical University specializing in engineering, machine learning, and data science.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	7	7	371
2	Education	1	1	20
3	Public Health	1	1	131
4	Social Sciences	1	1	14
5	Computer Engineering	1	1	20

Juan Pavez

Publications

678

Citations

H-Index

Page 1

	Year	Citations
Mining gold from implicit models to improve likelihood-free inference Johann Brehmer, Gilles Louppe, Juan Pavez, Proceedings of the National Academy of Sciences	2020	161
Constraining Effective Field Theories with Machine Learning Johann Brehmer, Kyle Cranmer, Gilles Louppe, Physical Review Letters Artificial IntelligenceCollider PhysicEffective Field TheoriesMachine LearningEngineering	2018	153
A guide to constraining effective field theories with machine learning Johann Brehmer, K. Cranmer, Gilles Louppe, Physical review. D/Physical review. D.	2018	146
Approximating Likelihood Ratios with Calibrated Discriminative Classifiers K. Cranmer, Juan Pavez, Gilles Louppe arXiv (Cornell University) Bayesian StatisticBayesian Decision TheoryEngineeringMachine LearningBayesian Inference	2015	131
Likelihood-free inference with an improved cross-entropy estimator Markus Stoye, Johann Brehmer, Gilles Louppe, arXiv (Cornell University) Structured PredictionData AugmentationLikelihood-free InferenceEngineeringMachine Learning	2018	21
Effective LHC measurements with matrix elements and machine learning Johann Brehmer, K. Cranmer, Inmaculada Espejo, Journal of Physics Conference Series Collider PhysicEngineeringMachine LearningMeasurementMachine Learning Tool	2020	20
Mitigation of noneliminated harmonics of SHEPWM three-level multipulse three-phase active front end converters with low switching frequency for meeting standard IEEE-519-92 J. Pontt, José Rodríguez, R. Huerta, Electrical EngineeringEngineeringNoneliminated HarmonicsPower Electronics ConverterStandard Ieee-519-92	2003	16
carl: a likelihood-free inference toolbox Gilles Louppe, K. Cranmer, Juan Pavez The Journal of Open Source Software Likelihood-free Inference ToolboxEngineeringAutomated ReasoningStatistical InferenceStatistics	2016	16
Working Memory Networks: Augmenting Memory Networks with a Relational Reasoning Module Juan Pavez, Héctor Allende, Héctor Allende‐Cid Artificial IntelligenceEngineeringMachine LearningModel-based ReasoningComputational Complexity	2018	14

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