Tag: feature

What I Read: AutoML, Multi-task learning, Multi-tower models, Ads

https://medium.com/pinterest-engineering/how-we-use-automl-multi-task-learning-and-multi-tower-models-for-pinterest-ads-db966c3dc99e How we use AutoML, Multi-task learning and Multi-tower models for Pinterest AdsPinterest EngineeringAug 19, 2020Ernest Wang | Software Engineer, Ads Ranking “In this blog post, we explain how keyContinue readingWhat I Read: AutoML, Multi-task learning, Multi-tower models, Ads

What I Read: Ensemble, knowledge distillation, and self-distillation

https://www.microsoft.com/en-us/research/blog/three-mysteries-in-deep-learning-ensemble-knowledge-distillation-and-self-distillation/ Three mysteries in deep learning: Ensemble, knowledge distillation, and self-distillationPublished January 19, 2021By Zeyuan Allen-Zhu , Senior Researcher Yuanzhi Li , Assistant Professor, Carnegie Mellon University “…besides this smallContinue readingWhat I Read: Ensemble, knowledge distillation, and self-distillation

What I Read: Feature Management

https://medium.com/@jrodthoughts/the-architecture-used-at-linkedin-to-improve-feature-management-in-machine-learning-models-c7bd6ae54db The Architecture Used at LinkedIn to Improve Feature Management in Machine Learning ModelsThe new typed feature schema streamlined the reusability of features across thousands of machine learning models.Jesus RodriguezAprContinue readingWhat I Read: Feature Management