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stat.ML2025
Optimal Sequential Recommendations: Exploiting User and Item Structure
Mina Karzand, Guy Bresler
We consider an online model for recommendation systems, with each user being recommended an item at each time-step and providing 'like' or 'dislike' feedback. A latent variable mod…
stat.ML2017
Regret Bounds and Regimes of Optimality for User-User and Item-Item Collaborative Filtering
Guy Bresler, Mina Karzand
We consider an online model for recommendation systems, with each user being recommended an item at each time-step and providing 'like' or 'dislike' feedback. Each user may be reco…