Jiachang Liu

Jiachang Liu

Duke University

H-index: 7

North America-United States

About Jiachang Liu

Jiachang Liu, With an exceptional h-index of 7 and a recent h-index of 7 (since 2020), a distinguished researcher at Duke University, specializes in the field of Machine Learning.

His recent articles reflect a diverse array of research interests and contributions to the field:

Exploring and Interacting with the Set of Good Sparse Generalized Additive Models

Fast and Interpretable Mortality Risk Scores for Critical Care Patients

OKRidge: Scalable Optimal k-Sparse Ridge Regression

FasterRisk: Fast and accurate interpretable risk scores

Fast sparse classification for generalized linear and additive models

Representing graphs via Gromov-Wasserstein factorization

What Makes Good In-Context Examples for GPT-?

Club: A contrastive log-ratio upper bound of mutual information

Jiachang Liu Information

University

Position

___

Citations(all)

904

Citations(since 2020)

904

Cited By

9

hIndex(all)

7

hIndex(since 2020)

7

i10Index(all)

4

i10Index(since 2020)

4

Email

University Profile Page

Google Scholar

Jiachang Liu Skills & Research Interests

Machine Learning

Top articles of Jiachang Liu

Exploring and Interacting with the Set of Good Sparse Generalized Additive Models

Advances in Neural Information Processing Systems

2024/2/13

Fast and Interpretable Mortality Risk Scores for Critical Care Patients

arXiv preprint arXiv:2311.13015

2023/11/21

OKRidge: Scalable Optimal k-Sparse Ridge Regression

Advances in Neural Information Processing Systems

2024/2/13

Jiachang Liu
Jiachang Liu

H-Index: 2

Cynthia Rudin
Cynthia Rudin

H-Index: 36

FasterRisk: Fast and accurate interpretable risk scores

Advances in Neural Information Processing Systems

2022/12/6

Jiachang Liu
Jiachang Liu

H-Index: 2

Cynthia Rudin
Cynthia Rudin

H-Index: 36

Fast sparse classification for generalized linear and additive models

Proceedings of machine learning research

2022/3

Jiachang Liu
Jiachang Liu

H-Index: 2

Cynthia Rudin
Cynthia Rudin

H-Index: 36

Representing graphs via Gromov-Wasserstein factorization

IEEE Transactions on Pattern Analysis and Machine Intelligence

2022/2/23

Jiachang Liu
Jiachang Liu

H-Index: 2

Lawrence Carin
Lawrence Carin

H-Index: 63

What Makes Good In-Context Examples for GPT-?

arXiv preprint arXiv:2101.06804

2021/1/17

Jiachang Liu
Jiachang Liu

H-Index: 2

Lawrence Carin
Lawrence Carin

H-Index: 63

Club: A contrastive log-ratio upper bound of mutual information

2020/11/21

See List of Professors in Jiachang Liu University(Duke University)