Jiachang Liu

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 14

Top Topics

Ridge Regression

Multi Modal Image Registration

Additive Models

Top Venues

Publications

Cynthia Rudin, Chudi Zhong, Lesia Semenova, Margo I. Seltzer, Ronald Parr, Jiachang Liu, Srikar Katta, Jon Donnelly, Harry Chen, Zachery Boner
Amazing Things Come From Having Many Good Models. CoRR (2024)
Jiachang Liu, Sam Rosen, Chudi Zhong, Cynthia Rudin
OKRidge: Scalable Optimal k-Sparse Ridge Regression for Learning Dynamical Systems. CoRR (2023)
Jiachang Liu, Sam Rosen, Chudi Zhong, Cynthia Rudin
OKRidge: Scalable Optimal k-Sparse Ridge Regression. NeurIPS (2023)
Chudi Zhong, Zhi Chen, Jiachang Liu, Margo I. Seltzer, Cynthia Rudin
Exploring and Interacting with the Set of Good Sparse Generalized Additive Models. NeurIPS (2023)
Chloe Qinyu Zhu, Muhang Tian, Lesia Semenova, Jiachang Liu, Jack Xu, Joseph Scarpa, Cynthia Rudin
Fast and Interpretable Mortality Risk Scores for Critical Care Patients. CoRR (2023)
Hongteng Xu, Jiachang Liu, Dixin Luo, Lawrence Carin
Representing Graphs via Gromov-Wasserstein Factorization. IEEE Trans. Pattern Anal. Mach. Intell. 45 (1) (2023)
Jiachang Liu, Chudi Zhong, Boxuan Li, Margo I. Seltzer, Cynthia Rudin
FasterRisk: Fast and Accurate Interpretable Risk Scores. NeurIPS (2022)
Jiachang Liu, Chudi Zhong, Margo I. Seltzer, Cynthia Rudin
Fast Sparse Classification for Generalized Linear and Additive Models. CoRR (2022)
Jiachang Liu, Chudi Zhong, Margo I. Seltzer, Cynthia Rudin
Fast Sparse Classification for Generalized Linear and Additive Models. AISTATS (2022)
Jiachang Liu, Dinghan Shen, Yizhe Zhang, Bill Dolan, Lawrence Carin, Weizhu Chen
What Makes Good In-Context Examples for GPT-3? DeeLIO@ACL (2022)
Jiachang Liu, Chudi Zhong, Boxuan Li, Margo I. Seltzer, Cynthia Rudin
FasterRisk: Fast and Accurate Interpretable Risk Scores. CoRR (2022)
Jiachang Liu, Dinghan Shen, Yizhe Zhang, Bill Dolan, Lawrence Carin, Weizhu Chen
What Makes Good In-Context Examples for GPT-3? CoRR (2021)
Pengyu Cheng, Weituo Hao, Shuyang Dai, Jiachang Liu, Zhe Gan, Lawrence Carin
CLUB: A Contrastive Log-ratio Upper Bound of Mutual Information. CoRR (2020)
Pengyu Cheng, Weituo Hao, Shuyang Dai, Jiachang Liu, Zhe Gan, Lawrence Carin
CLUB: A Contrastive Log-ratio Upper Bound of Mutual Information. ICML (2020)