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#sequential-recommendation

2 stories this week · 3 this month · 3 in 6 months · mostly AI

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Relatedadaptive-computation2 looprec2 recommender-systems2 action-pruning1 conformal-prediction1 kuairand1 movielens1 recursion1 reinforcement-learning1

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Hugging Face daily papers4d ago

LoopRec assigns per-item recursion depth in sequential recommenders

A shared block and per-item exit gate beat matched fixed-depth models; rarer and more recent items get deeper compute.

2 sources sequential-recommendation adaptive-computation

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arXiv cs.AI / cs.LG / cs.CL19d ago

Reinforcement Learning with Conformal Action Sets: An Application to Sequential Recommendation

RLCP adapts sequential-recommendation action sets with calibrated pruning, lifting catalog diversity to 1.11–5.21× the best baselines.

reinforcement-learning sequential-recommendation

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