Introducing NVIDIA Merlin HugeCTR: A Training Framework Dedicated to Recommender Systems – NVIDIA Technical Blog News and tutorials for developers, data scientists, and IT admins 2025-03-26T22:01:23Z http://www.open-lab.net/blog/feed/ Minseok Lee <![CDATA[Introducing NVIDIA Merlin HugeCTR: A Training Framework Dedicated to Recommender Systems]]> http://www.open-lab.net/blog/?p=18990 2024-10-28T18:18:27Z 2020-07-22T00:48:57Z Click-through rate (CTR) estimation is one of the most critical components of modern recommender systems. As the volume of data and its complexity grow rapidly,...]]> Click-through rate (CTR) estimation is one of the most critical components of modern recommender systems. As the volume of data and its complexity grow rapidly,...

Click-through rate (CTR) estimation is one of the most critical components of modern recommender systems. As the volume of data and its complexity grow rapidly, the use of deep learning (DL) models to improve the quality of estimations has become widespread. They generally have greater expressive power than traditional machine learning (ML) approaches. Frequently evolving data also implies that��

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