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08/15/2023
REFORMS: Reporting Standards for Machine Learning Based Science
Machine learning (ML) methods are proliferating in scientific research. ...
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07/14/2022
Leakage and the Reproducibility Crisis in ML-based Science
The use of machine learning (ML) methods for prediction and forecasting ...
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05/31/2022
Weaving Privacy and Power: On the Privacy Practices of Labor Organizers in the U.S. Technology Industry
We investigate the privacy practices of labor organizers in the computin...
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03/12/2022
The worst of both worlds: A comparative analysis of errors in learning from data in psychology and machine learning
Recent concerns that machine learning (ML) may be facing a reproducibili...
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06/24/2018
Balanced News Using Constrained Bandit-based Personalization
We present a prototype for a news search engine that presents balanced v...
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02/23/2018