Concepedia

Pengkun Yang

PY

Statistics

Publications

17

Citations

657

H-Index

12

Active since

2013

Affiliations

Tsinghua University(Current)

Yale University

University of Illinois Urbana-Champaign

Princeton University

Massachusetts Institute of Technology

Pengkun Yang is an author at Tsinghua University specializing in engineering, statistical inference, and approximation theory.

Top concepts

EngineeringStatisticsApproximation TheoryStatistical InferenceComputer ScienceMachine LearningEstimation TheoryInverse ProblemsSignal ProcessingInformation

Publications per year

2013–2024

17

Publications

17

Minimax Rates of Entropy Estimation on Large Alphabets via Best Polynomial Approximation

Yihong Wu, Pengkun Yang · IEEE Transactions on Information Theory · 2016 · 191 citations

Engineering, Optimal Estimators, Computational Complexity +18

Per-packet load-balanced, low-latency routing for clos-based data center networks

Jiaxin Cao, Rui Xia, Pengkun Yang et al. · 2013 · 171 citations

Cluster Computing, Engineering, Computer Architecture +17

Chebyshev polynomials, moment matching, and optimal estimation of the unseen

Yihong Wu, Pengkun Yang · The Annals of Statistics · 2019 · 56 citations · Full text

Large Deviations, Discrete Distribution, Engineering +19

Optimal estimation of Gaussian mixtures via denoised method of moments

Yihong Wu, Pengkun Yang · The Annals of Statistics · 2020 · 45 citations · Full text

Mixture Distribution, Engineering, Truncated Moment Space +14

Chebyshev polynomials, moment matching, and optimal estimation of the unseen

Yihong Wu, Pengkun Yang · arXiv (Cornell University) · 2015 · 24 citations · Full text

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