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Cold Start
Overcoming the Cold Start Problem: How to Make New Tasks Tractable

Overcoming the Cold Start Problem: How to Make New Tasks Tractable

Machine LearningModelingCold StartEurope 2021posted by ODSC Community April 12, 2021

I woke up this morning (somewhat unsurprisingly). After poking my head out of the covers and feeling a cold chill in the air, I made the executive decision not to proceed with this course of action and promptly withdrew back under the covers. Ten minutes later,... Read more
Using a Human-in-the-Loop to Overcome the Cold Start Problem in Menu Item Tagging

Using a Human-in-the-Loop to Overcome the Cold Start Problem in Menu Item Tagging

ModelingCold StartHuman in the loopposted by ODSC Community December 20, 2020

Originally posted here at Doordash, reposted with permission. Companies with large digital catalogs often have lots of free-text data about their items, but very few actual labels, making it difficult to analyze the data and develop new features. Building a system that can support machine learning... Read more
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