Concepedia

Yuheng Bu

YB

12

Publications

242

Citations

11

H-Index

2016

Active since

Affiliations

University of Illinois Urbana-Champaign(Current)

Massachusetts Institute of Technology

University at Buffalo, State University of New York

University College London

University of Florida

Yuheng Bu is an author at University of Illinois Urbana-Champaign specializing in engineering, statistical inference, and statistics.

Top concepts

EngineeringStatisticsStatistical InferenceData ScienceComputer ScienceMachine LearningSupervised LearningUncertainty QuantificationData MiningInformation

Publications per year

2016–2023

12

Publications

12

Estimation of KL Divergence: Optimal Minimax Rate

Yuheng Bu, Shaofeng Zou, Yingbin Liang et al. · IEEE Transactions on Information Theory · 2018 · 79 citations

Large Deviations, Unknown Distributions P, Density Estimation +12

Tightening Mutual Information Based Bounds on Generalization Error

Yuheng Bu, Shaofeng Zou, Venugopal V. Veeravalli · 2019 · 26 citations

Mathematical Programming, Supervised Learning Algorithm, Engineering +15

Post-hoc Uncertainty Learning Using a Dirichlet Meta-Model

Maohao Shen, Yuheng Bu, Prasanna Sattigeri et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2023 · 19 citations · Full text

Few-shot Learning, Engineering, Machine Learning +17

Linear-Complexity Exponentially-Consistent Tests for Universal Outlying Sequence Detection

Yuheng Bu, Shaofeng Zou, Venugopal V. Veeravalli · IEEE Transactions on Signal Processing · 2019 · 15 citations

Anomaly Detection, Engineering, Data Science +15

Linear-complexity exponentially-consistent tests for universal outlying sequence detection

Yuheng Bu, Shaofeng Zou, Venugopal V. Veeravalli · 2017 · 15 citations

Anomaly Detection, Engineering, Data Science +13

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