Hacker News with Generative AI: Recommendation Systems

Prediction Games (argmin.net)
In 2006, Netflix launched an open competition that would transform machine learning practice. They offered a million dollars to anyone who could improve upon their in-house recommendation system by 10%.
Machine Learning, Competitions, Recommendation Systems
69 points by todsacerdoti 16 days ago | 16 comments
Unifying Generative and Dense Retrieval for Sequential Recommendation (arxiv.org)
Sequential dense retrieval models utilize advanced sequence learning techniques to compute item and user representations, which are then used to rank relevant items for a user through inner product computation between the user and all item representations.
Generative AI, Recommendation Systems, Machine Learning, Information Retrieval
4 points by ashvardanian 52 days ago | 0 comments
ByteDance's Recommendation System (github.com/bytedance)
Recommendation Systems, Artificial Intelligence, Software, ByteDance
64 points by tim_sw 64 days ago | 55 comments
Learning Category Trees for ID-Based Recommendation: Differentiable VQ (arxiv.org)
Category information plays a crucial role in enhancing the quality and personalization of recommender systems. Nevertheless, the availability of item category information is not consistently present, particularly in the context of ID-based recommendations.
Recommendation Systems, Machine Learning, Category Trees, Differentiation, VQ
4 points by RicoElectrico 131 days ago | 0 comments
Show HN: An app where you suggest me your vet, I suggest you my babysitter (play.google.com)
Community, Apps, Services, Recommendation Systems
4 points by Giarty 134 days ago | 3 comments
Meta's Trillion Parameter Recommendation System (shaped.ai)
Meta, Recommendation Systems, AI
11 points by tullie 261 days ago | 0 comments
Ask HN: AI for Music Discovery (ycombinator.com)
AI, Music, Recommendation Systems
17 points by noashavit 295 days ago | 11 comments
Show HN: Shepherd 3.0 – Like wandering the aisles of your favorite bookstore (ycombinator.com)
Software, Bookstores, AI, Search Engines, Recommendation Systems
102 points by bwb 308 days ago | 40 comments