Concepedia

Po‐Ling Loh

PL

26

Publications

1.6K

Citations

17

H-Index

2009

Active since

Affiliations

University of Wisconsin–Madison(Current)

University of California, Berkeley

University of Cambridge

University of Pennsylvania

William P. Wharton Trust

Po‐Ling Loh is an author at University of Wisconsin–Madison specializing in engineering, statistics, and statistical inference.

Top concepts

EngineeringStatisticsStatistical InferenceComputer ScienceData ScienceMachine LearningNetwork AnalysisEstimation TheoryGraph TheoryNetwork Science

Publications per year

2009–2024

26

Publications

26

High-dimensional regression with noisy and missing data: Provable guarantees with nonconvexity

Po‐Ling Loh, Martin J. Wainwright · The Annals of Statistics · 2012 · 546 citations · Full text

Mathematical Programming, Gradient Descent, Engineering +18

Regularized M-estimators with nonconvexity: Statistical and algorithmic theory for local optima

Po‐Ling Loh, Martin J. Wainwright · ScholarlyCommons (University of Pennsylvania) · 2013 · 263 citations · Full text

Regularized M-estimators with nonconvexity: Statistical and algorithmic theory for local optima

Po‐Ling Loh, Martin J. Wainwright · arXiv (Cornell University) · 2013 · 185 citations · Full text

Local Optima, Parameter Estimation, Engineering +14

High-dimensional learning of linear causal networks via inverse covariance estimation

Po‐Ling Loh, Peter Bühlmann · arXiv (Cornell University) · 2013 · 102 citations · Full text

Mathematical Programming, Graph Sparsity, Engineering +20

Confidence Sets for the Source of a Diffusion in Regular Trees

Justin Khim, Po‐Ling Loh · IEEE Transactions on Network Science and Engineering · 2016 · 54 citations · Full text

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