Concepedia

Edgar Dobriban

ED

27

Publications

837

Citations

17

H-Index

2015

Active since

Affiliations

University of Pennsylvania(Current)

Stanford University

Carnegie Mellon University

California University of Pennsylvania

Edgar Dobriban is an author at University of Pennsylvania specializing in data science, engineering, and computer science.

Top concepts

EngineeringData ScienceComputer ScienceMachine LearningStatistical InferenceStatisticsDeep LearningSupervised LearningDimensionality ReductionPattern Recognition

Publications per year

2015–2025

27

Publications

27

Genome-Wide Scan Informed by Age-Related Disease Identifies Loci for Exceptional Human Longevity

Kristen Fortney, Edgar Dobriban, Paolo Garagnani et al. · PLoS Genetics · 2015 · 177 citations · Full text

A Group-Theoretic Framework for Data Augmentation

Shuxiao Chen, Edgar Dobriban, Jane H. Lee · arXiv (Cornell University) · 2019 · 76 citations · Full text

Artificial Intelligence, Geometric Learning, Engineering +17

Jailbreaking Black Box Large Language Models in Twenty Queries

Patrick Chao, Alexander Robey, Edgar Dobriban et al. · 2025 · 52 citations

Distributed linear regression by averaging

Edgar Dobriban, Yue Sheng · The Annals of Statistics · 2021 · 45 citations

Cluster Computing, Distributed Model, Statistical Learning Problems +15

Jailbreaking Black Box Large Language Models in Twenty Queries

Patrick Chao, Alexander Robey, Edgar Dobriban et al. · arXiv (Cornell University) · 2023 · 45 citations · Full text

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