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01/16/2023
Data-Driven Estimation of Heterogeneous Treatment Effects
Estimating how a treatment affects different individuals, known as heter...
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11/10/2022
Decomposing the Fundamentals of Creepy Stories
Fear is a universal concept; people crave it in urban legends, scary mov...
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10/31/2022
Using Emotion Embeddings to Transfer Knowledge Between Emotions, Languages, and Annotation Formats
The need for emotional inference from text continues to diversify as mor...
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10/28/2022
Leveraging Label Correlations in a Multi-label Setting: A Case Study in Emotion
Detecting emotions expressed in text has become critical to a range of f...
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09/19/2022
Quantifying How Hateful Communities Radicalize Online Users
While online social media offers a way for ignored or stifled voices to ...
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03/07/2022
Emotion Regulation and Dynamics of Moral Concerns During the Early COVID-19 Pandemic
The COVID-19 pandemic has upended daily life around the globe, posing a ...
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01/18/2022
Emergent Instabilities in Algorithmic Feedback Loops
Algorithms that aid human tasks, such as recommendation systems, are ubi...
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10/27/2021
Heterogeneous Effects of Software Patches in a Multiplayer Online Battle Arena Game
The popularity of online gaming has grown dramatically, driven in part b...
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10/21/2021
A Python Package to Detect Anti-Vaccine Users on Twitter
Vaccine hesitancy has a long history but has been recently driven by the...
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08/31/2021
DoGR: Disaggregated Gaussian Regression for Reproducible Analysis of Heterogeneous Data
Quantitative analysis of large-scale data is often complicated by the pr...
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04/02/2021
Limiting Tags Fosters Efficiency
Tagging facilitates information retrieval in social media and other onli...
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10/30/2020
Inherent Trade-offs in the Fair Allocation of Treatments
Explicit and implicit bias clouds human judgement, leading to discrimina...
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10/23/2020
Origins of Algorithmic Instabilities in Crowdsourced Ranking
Crowdsourcing systems aggregate decisions of many people to help users q...
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08/04/2020
Having a Bad Day? Detecting the Impact of Atypical Life Events Using Wearable Sensors
Life events can dramatically affect our psychological state and work per...
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04/27/2020
Unequal Impact and Spatial Aggregation Distort COVID-19 Growth Rates
The COVID-19 pandemic has emerged as a global public health crisis. To m...
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04/27/2020
Systematic Biases in Aggregated COVID-19 Growth Rates
The COVID-19 pandemic has emerged as one of the greatest public health c...
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10/28/2019
Learning Fair and Interpretable Representations via Linear Orthogonalization
To reduce human error and prejudice, many high-stakes decisions have bee...
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09/20/2019