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03/10/2023
Moving Fast With Broken Data
Machine learning (ML) models in production pipelines are frequently retr...
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02/10/2023
Efficient and Compact Spreadsheet Formula Graphs
Spreadsheets are one of the most popular data analysis tools, wherein us...
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02/10/2023
Transactional Panorama: A Conceptual Framework for User Perception in Analytical Visual Interfaces
Many tools empower analysts and data scientists to consume analysis resu...
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09/16/2022
Operationalizing Machine Learning: An Interview Study
Organizations rely on machine learning engineers (MLEs) to operationaliz...
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05/23/2022
Rethinking Streaming Machine Learning Evaluation
While most work on evaluating machine learning (ML) models focuses on co...
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04/30/2021
Lux: Always-on Visualization Recommendations for Exploratory Data Science
Exploratory data science largely happens in computational notebooks with...
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03/03/2021