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07/27/2022
Model-Free, Monotone Invariant and Computationally Efficient Feature Screening with Data-adaptive Threshold
Feature screening for ultrahigh-dimension, in general, proceeds with two...
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06/03/2022
Angle Based Dependence Measures in Metric Spaces
In this article, we introduce a general framework of angle based indepen...
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05/30/2022
Detecting fake news by enhanced text representation with multi-EDU-structure awareness
Since fake news poses a serious threat to society and individuals, numer...
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08/26/2020
A Multitask Deep Learning Approach for User Depression Detection on Sina Weibo
In recent years, due to the mental burden of depression, the number of p...
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12/04/2018
Reducing Seed Bias in Respondent-Driven Sampling by Estimating Block Transition Probabilities
Respondent-driven sampling (RDS) is a popular approach to study marginal...
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06/05/2018
Understanding Regularized Spectral Clustering via Graph Conductance
This paper uses the relationship between graph conductance and spectral ...
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09/02/2017
When can Multi-Site Datasets be Pooled for Regression? Hypothesis Tests, ℓ_2-consistency and Neuroscience Applications
Many studies in biomedical and health sciences involve small sample size...
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08/23/2017