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06/07/2022
Inferring Unfairness and Error from Population Statistics in Binary and Multiclass Classification
We propose methods for making inferences on the fairness and accuracy of...
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08/30/2021
COVID-19 Datathon Based on Deidentified Governmental Data as an Approach for Solving Policy Challenges, Increasing Trust, and Building a Community: Case Study
Triggered by the COVID-19 crisis, Israel's Ministry of Health (MoH) held...
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07/23/2020
Providing early indication of regional anomalies in COVID19 case counts in England using search engine queries
COVID19 was first reported in England at the end of January 2020, and by...
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10/27/2019
Algorithmic Rewriting of Health-Related Ads to Improve their Performance
Search advertising is one of the most commonly-used methods of advertisi...
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10/27/2019
The Automated Copywriter: Algorithmic Rephrasing of Health-Related Advertisements to Improve their Performance
Search advertising is one of the most commonly-used methods of advertisi...
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08/26/2019
Modeling infection methods of computer malware in the presence of vaccinations using epidemiological models: An analysis of real-world data
Computer malware and biological pathogens often use similar mechanisms o...
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06/20/2019
Privacy, altruism, and experience: Estimating the perceived value of Internet data for medical uses
People increasingly turn to the Internet when they have a medical condit...
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06/18/2019
On the use of multiple compartment epidemiological models to describe the dynamics of influenza in Europe
We develop a multiple compartment Susceptible-Infected-Recovered (SIR) m...
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05/15/2018
Demographic differences in search engine use with implications for cohort selection
The correlation between the demographics of users and the text they writ...
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05/03/2018
Detecting Parkinson's Disease from interactions with a search engine: Is expert knowledge sufficient?
Parkinson's disease (PD) is a slowly progressing neurodegenerative disea...
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02/22/2018
Microsoft Malware Classification Challenge
The Microsoft Malware Classification Challenge was announced in 2015 alo...
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02/21/2018
Clinically verified pre-screening for cancer using web search queries: Initial results
Search engine queries have been demonstrated to be a useful signal for s...
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02/23/2017