Concepedia

Yang Liu

YL

Statistics

Publications

40

Citations

1.6K

H-Index

21

Active since

2012

Affiliations

University of California, Santa Cruz(Current)

Harvard University Press

University of Michigan

University of North Carolina at Chapel Hill

Harvard University

Yang Liu is an author at University of California, Santa Cruz specializing in engineering, machine learning, and computer science.

Top concepts

EngineeringData ScienceComputer ScienceMachine LearningStatisticsKnowledge DiscoveryData MiningSupervised LearningPredictive AnalyticsStatistical Inference

Publications per year

2012–2025

40

Publications

40

Actionable Recourse in Linear Classification

Berk Ustun, Alexander Spangher, Yang Liu · 2019 · 433 citations · Full text

How Do Fairness Definitions Fare?

Nripsuta Ani Saxena, Karen Huang, Evan DeFilippis et al. · 2019 · 152 citations

Behavioral Decision Making, Discrimination, Law +20

A Second-Order Approach to Learning with Instance-Dependent Label Noise

Zhaowei Zhu, Tongliang Liu, Yang Liu · 2021 · 83 citations

Structured Prediction, Instance-based Learning, Deep Neural Networks +15

Peer Loss Functions: Learning from Noisy Labels without Knowing Noise Rates

Yang Liu, Hongyi Guo · arXiv (Cornell University) · 2019 · 61 citations · Full text

Engineering, Machine Learning, Network Analysis +18

Learning with Noisy Labels Revisited: A Study Using Real-World Human Annotations

Jiaheng Wei, Zhaowei Zhu, Hao Cheng et al. · arXiv (Cornell University) · 2021 · 61 citations · Full text

Artificial Intelligence, Data Annotation, Engineering +18

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