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05/12/2021
Unsupervised Acute Intracranial Hemorrhage Segmentation with Mixture Models
Intracranial hemorrhage occurs when blood vessels rupture or leak within...
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08/09/2020
Anxiety Detection Leveraging Mobile Passive Sensing
Anxiety disorders are the most common class of psychiatric problems affe...
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05/21/2020
Gender Slopes: Counterfactual Fairness for Computer Vision Models by Attribute Manipulation
Automated computer vision systems have been applied in many domains incl...
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12/17/2019
Cost-Sensitive Feature-Value Acquisition Using Feature Relevance
In many real-world machine learning problems, feature values are not rea...
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09/15/2019
Target-Focused Feature Selection Using a Bayesian Approach
In many real-world scenarios where data is high dimensional, test time a...
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08/14/2019
FairFace: Face Attribute Dataset for Balanced Race, Gender, and Age
Existing public face datasets are strongly biased toward Caucasian faces...
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05/22/2019
Generative Imputation and Stochastic Prediction
In many machine learning applications, we are faced with incomplete data...
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02/19/2019
Nutrition and Health Data for Cost-Sensitive Learning
Traditionally, machine learning algorithms have been focused on modeling...
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01/02/2019