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Tsai, Che-Ping
7 publications
ICLR
2025
AnoLLM: Large Language Models for Tabular Anomaly Detection
Che-Ping Tsai
,
Ganyu Teng
,
Phillip Wallis
,
Wei Ding
ICML
2025
Contextures: Representations from Contexts
Runtian Zhai
,
Kai Yang
,
Burak Varıcı
,
Che-Ping Tsai
,
J Zico Kolter
,
Pradeep Kumar Ravikumar
JMLR
2023
Faith-Shap: The Faithful Shapley Interaction Index
Che-Ping Tsai
,
Chih-Kuan Yeh
,
Pradeep Ravikumar
ICML
2023
Representer Point Selection for Explaining Regularized High-Dimensional Models
Che-Ping Tsai
,
Jiong Zhang
,
Hsiang-Fu Yu
,
Eli Chien
,
Cho-Jui Hsieh
,
Pradeep Kumar Ravikumar
NeurIPS
2023
Sample Based Explanations via Generalized Representers
Che-Ping Tsai
,
Chih-Kuan Yeh
,
Pradeep K. Ravikumar
AISTATS
2022
Heavy-Tailed Streaming Statistical Estimation
Che-Ping Tsai
,
Adarsh Prasad
,
Sivaraman Balakrishnan
,
Pradeep Ravikumar
AAAI
2020
Order-Free Learning Alleviating Exposure Bias in Multi-Label Classification
Che-Ping Tsai
,
Hung-yi Lee