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07/27/2023
Reconciling the accuracy-diversity trade-off in recommendations
In recommendation settings, there is an apparent trade-off between the g...
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07/20/2023
Large language models shape and are shaped by society: A survey of arXiv publication patterns
There has been a steep recent increase in the number of large language m...
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05/27/2023
Choosing the Right Weights: Balancing Value, Strategy, and Noise in Recommender Systems
Many recommender systems are based on optimizing a linear weighting of d...
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05/24/2023
Detecting disparities in police deployments using dashcam data
Large-scale policing data is vital for detecting inequity in police beha...
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04/18/2023
Coarse race data conceals disparities in clinical risk score performance
Healthcare data in the United States often records only a patient's coar...
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11/22/2022
How do Authors' Perceptions of their Papers Compare with Co-authors' Perceptions and Peer-review Decisions?
How do author perceptions match up to the outcomes of the peer-review pr...
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05/15/2022
Trucks Don't Mean Trump: Diagnosing Human Error in Image Analysis
Algorithms provide powerful tools for detecting and dissecting human bia...
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10/08/2021
Quantifying Inequality in Underreported Medical Conditions
Estimating the prevalence of a medical condition, or the proportion of t...
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12/14/2020
WILDS: A Benchmark of in-the-Wild Distribution Shifts
Distribution shifts can cause significant degradation in a broad range o...
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11/02/2020
Assessing racial inequality in COVID-19 testing with Bayesian threshold tests
There are racial disparities in the COVID-19 test positivity rate, sugge...
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09/22/2020
Ethical Machine Learning in Health Care
The use of machine learning (ML) in health care raises numerous ethical ...
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07/09/2020
Concept Bottleneck Models
We seek to learn models that we can interact with using high-level conce...
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12/05/2018
Predicting pregnancy using large-scale data from a women's health tracking mobile application
Predicting pregnancy has been a fundamental problem in women's health fo...
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07/12/2018
Inferring Multi-Dimensional Rates of Aging from Cross-Sectional Data
Modeling how individuals evolve over time is a fundamental problem in th...
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12/25/2017
Demographics and discussion influence views on algorithmic fairness
The field of algorithmic fairness has highlighted ethical questions whic...
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12/25/2017
Gender differences in beliefs about algorithmic fairness
The field of algorithmic fairness has highlighted ethical questions whic...
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12/15/2017
Modeling Individual Cyclic Variation in Human Behavior
Cycles are fundamental to human health and behavior. However, modeling c...
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02/27/2017