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Lican Kang

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An empirical study of the effect of background data size on the stability of SHapley Additive exPlanations (SHAP) for deep learning models

Apr 27, 2022
Han Yuan, Mingxuan Liu, Lican Kang, Chenkui Miao, Ying Wu

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A Data-Driven Line Search Rule for Support Recovery in High-dimensional Data Analysis

Nov 21, 2021
Peili Li, Yuling Jiao, Xiliang Lu, Lican Kang

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Convergence Analysis of Schr{ö}dinger-F{ö}llmer Sampler without Convexity

Jul 10, 2021
Yuling Jiao, Lican Kang, Yanyan Liu, Youzhou Zhou

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On Newton Screening

Feb 07, 2020
Jian Huang, Yuling Jiao, Lican Kang, Jin Liu, Yanyan Liu, Xiliang Lu, Yuanyuan Yang

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A Support Detection and Root Finding Approach for Learning High-dimensional Generalized Linear Models

Jan 16, 2020
Jian Huang, Yuling Jiao, Lican Kang, Jin Liu, Yanyan Liu, Xiliang Lu

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