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Sponsored AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI

Author

Zihuan Diao

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#machine learning Book Open access Sep 2026

Mend the Measurement Gap: Latent User Preference Modeling for Short-Form Video Recommendation

A Factorized Latent Value Model (FLVM) is proposed for measuring user preference from heterogeneous behavioral feedback and improves offline metrics and lifts a primary viewer enjoyment metric by 2.67% in online A/B tests.

Shuo Chang, Yue-Qi Wang, Zi-Huan Diao et al. · 0 citations
Jul 2026

Breaking the Loop: An Empirical Comparison of Strategies for Novelty and Freshness in YouTube Music

Continuously trained ranking models in music recommenders fall into feedback loops where previously consumed items dominate recommendations. This suppresses two distinct content classes: new releases (temporal freshness) and unlistened catalog items (novelty). Industry practitioners have a wide menu of interventions av...

Srivaths Ranganathan, Zihuan Diao, Bernardo Cunha et al. · 0 citations

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