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LinkedIn Formulates Entity Inference As An Inference Problem Using Graph Neural...

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LinkedIn allows its users to add information about themselves to their profiles, such as their career history, education, abilities, to name a few. They...

LinkedIn Open-Sources ‘Greykite’, A Time Series Forecasting Library

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LinkedIn recently opened-sourced Greykite, a Python library originally built for LinkedIn’s forecasting needs. Greykite’s main algorithm is Silverkite, which delivers automated forecasting, which LinkedIn uses...

LinkedIn Releases Dagli, An Open Source Machine Learning Library For Java

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While machine learning development is increasing every day, a survey from Algorithmia states that most enterprises spend between 8 to 90 days deploying an ML model....

LinkedIn Introduces Pensieve: An Embedding Feature Platform Using Supervised Deep Learning...

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The LinkedIn Talent Solutions and Careers team aims to build an efficient marketplace for job-seeking members and employers. LinkedIn achieves this by matching members...

LinkedIn Open-Sources GDMix: An AI Framework For Deep Ranking Personalization

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LinkedIn open-sources Generalized Deep Mixed Model (GDMix), a framework that makes training of AI personalization models more efficient. It supports deep learning models and...

LinkedIn open-sources LiFT to enable the measurement of fairness in large-scale...

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Although there are many approaches and libraries presently in practice to analyze fairness in machine learning models, they all are still limited to some...
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