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05/22/2023
Generalizing Fairness using Multi-Task Learning without Demographic Information
To ensure the fairness of machine learning systems, we can include a fai...
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11/15/2022
Using Open-Ended Stressor Responses to Predict Depressive Symptoms across Demographics
Stressors are related to depression, but this relationship is complex. W...
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03/18/2021
Gender and Racial Fairness in Depression Research using Social Media
Multiple studies have demonstrated that behavior on internet-based socia...
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11/10/2020
On the State of Social Media Data for Mental Health Research
Data-driven methods for mental health treatment and surveillance have be...
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02/03/2020
Scalable End-to-end Recurrent Neural Network for Variable star classification
During the last decade, considerable effort has been made to perform aut...
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07/12/2019
A Novel Approach for Detection and Ranking of Trendy and Emerging Cyber Threat Events in Twitter Streams
We present a new machine learning and text information extraction approa...
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10/21/2018