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08/24/2023
Optimal Shrinkage Estimation of Fixed Effects in Linear Panel Data Models
Shrinkage methods are frequently used to estimate fixed effects to reduc...
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08/23/2023
Addressing Selection Bias in Computerized Adaptive Testing: A User-Wise Aggregate Influence Function Approach
Computerized Adaptive Testing (CAT) is a widely used, efficient test mod...
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06/07/2023
ScoreCL: Augmentation-Adaptive Contrastive Learning via Score-Matching Function
Self-supervised contrastive learning (CL) has achieved state-of-the-art ...
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10/07/2022
SAICL: Student Modelling with Interaction-level Auxiliary Contrastive Tasks for Knowledge Tracing and Dropout Prediction
Knowledge tracing and dropout prediction are crucial for online educatio...
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12/29/2020
Bias-Aware Inference in Regularized Regression Models
We consider inference on a regression coefficient under a constraint on ...
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11/28/2020
Adaptive Inference in Multivariate Nonparametric Regression Models Under Monotonicity
We consider the problem of adaptive inference on a regression function a...
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11/28/2020