Concepedia

Lydia T. Liu

LT

Statistics

Publications

6

Citations

138

H-Index

6

Active since

2016

Affiliations

University of California, Berkeley(Current)

Lydia T. Liu is an author at University of California, Berkeley specializing in computer science, machine learning, and computing.

ORCID

Publications per year

2016–2023

6

Publications

6

The implicit fairness criterion of unconstrained learning

Lydia T. Liu, Max Simchowitz, Moritz Hardt · arXiv (Cornell University) · 2018 · 36 citations · Full text

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Reimagining the machine learning life cycle to improve educational outcomes of students

Lydia T. Liu, Serena Wang, Tolani Britton et al. · Proceedings of the National Academy of Sciences · 2023 · 29 citations · Full text

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On the Local Minima of the Empirical Risk

Chi Jin, Lydia T. Liu, Rong Ge et al. · arXiv (Cornell University) · 2018 · 22 citations · Full text

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Delayed Impact of Fair Machine Learning

Lydia T. Liu, Sarah Dean, Esther Rolf et al. · 2019 · 21 citations · Full text

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Bandit Learning in Decentralized Matching Markets

Lydia T. Liu, Feng Ruan, Horia Mania et al. · arXiv (Cornell University) · 2020 · 20 citations · Full text

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