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03/03/2023
MLTEing Models: Negotiating, Evaluating, and Documenting Model and System Qualities
Many organizations seek to ensure that machine learning (ML) and artific...
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11/11/2022
Capabilities for Better ML Engineering
In spite of machine learning's rapid growth, its engineering support is ...
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09/07/2022
Data Leakage in Notebooks: Static Detection and Better Processes
Data science pipelines to train and evaluate models with machine learnin...
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03/25/2021
Characterizing and Detecting Mismatch in Machine-Learning-Enabled Systems
Increasing availability of machine learning (ML) frameworks and tools, a...
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10/14/2019