research
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05/17/2022
A unified framework for dataset shift diagnostics
Most machine learning (ML) methods assume that the data used in the trai...
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07/12/2021
Effects of personality traits in predicting grade retention of Brazilian students
Student's grade retention is a key issue faced by many education systems...
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11/11/2020
An Experiment on Leveraging SHAP Values to Investigate Racial Bias
We design a series of experiments on credit scoring and employ SHAP valu...
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10/02/2020
Covariate Shift Adaptation in High-Dimensional and Divergent Distributions
In real world applications of supervised learning methods, training and ...
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06/17/2020