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12/13/2022
On Text-based Personality Computing: Challenges and Future Directions
Text-based personality computing (TPC) has gained many research interest...
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02/18/2022
Evaluating the Construct Validity of Text Embeddings with Application to Survey Questions
Text embedding models from Natural Language Processing can map text data...
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11/13/2020
Digital trace data collection through data donation
A potentially powerful method of social-scientific data collection and i...
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08/27/2020
Multimodal Learning for Cardiovascular Risk Prediction using EHR Data
Electronic health records (EHRs) contain structured and unstructured dat...
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05/24/2020
The effect of measurement error on clustering algorithms
Clustering consists of a popular set of techniques used to separate data...
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03/17/2020
Fair inference on error-prone outcomes
Fair inference in supervised learning is an important and active area of...
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11/08/2019
Privacy-Preserving Generalized Linear Models using Distributed Block Coordinate Descent
Combining data from varied sources has considerable potential for knowle...
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11/02/2019
Rank-deficiencies in a reduced information latent variable model
Latent variable models are well-known to suffer from rank deficiencies, ...
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05/11/2019
Structural Equation Modeling using Computation Graphs
Structural equation modeling (SEM) is evolving as available data is beco...
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10/15/2018
Exploratory Mediation Analysis with Many Potential Mediators
Social and behavioral scientists are increasingly employing technologies...
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01/08/2018