Background of Workshop Large Scale Deep Learning Recommender
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Important Facts
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Developments
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Embedding Optimization for Training Large-scale Deep Learning Recommendation Systems with EMBark
RecSys 2014 Keynote by Jeff Dean: Large Scale Machine Learning for Predictive Tasks, Pt. 1
Large scale Recommendations at Instagram by Thomas Bredillet | VideoRecSys Workshop | RecSys 2023
Workshop on Online Recommender Systems and User Modeling
Session 9: EANA: Reducing Privacy Risk on Large scale Recommendation Models
RecSysOps: Best Practices for Operating a Large-Scale Recommender System
TorchRec: A PyTorch domain library for large-scale recommender systems
Jointly Optimize Capacity, Latency and Engagement in Large-scale Recommendation Systems
Recsys Keynote: Improving Recommendation Systems & Search in the Age of LLMs - Eugene Yan, Amazon
Large Scale Personalized Comment Ranking System with TikTok
Full Guide
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Last Updated: August 17, 2026
Future Outlook
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