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Offline Evaluation of Reward-Optimizing Recommender Systems: The Case of Simulation.

, , , , , , , и . CoRR, (2022)

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Otmane Daoudi

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PAC-Bayesian Offline Contextual Bandits With Guarantees., , и . CoRR, (2022)Reward Optimizing Recommendation using Deep Learning and Fast Maximum Inner Product Search., , , , , , , , , и . KDD, стр. 4772-4773. ACM, (2022)Bayesian Value Based Recommendation: A modelling based alternative to proxy and counterfactual policy based recommendation., , , и . RecSys, стр. 742-744. ACM, (2020)Offline Evaluation of Reward-Optimizing Recommender Systems: The Case of Simulation., , , , , , , и . CoRR, (2022)Fast Offline Policy Optimization for Large Scale Recommendation., , и . CoRR, (2022)Fast Offline Policy Optimization for Large Scale Recommendation., , и . AAAI, стр. 9686-9694. AAAI Press, (2023)Improving Offline Contextual Bandits with Distributional Robustness., , и . CoRR, (2020)Fast Slate Policy Optimization: Going Beyond Plackett-Luce., , и . CoRR, (2023)Reconsidering Analytical Variational Bounds for Output Layers of Deep Networks., , , и . CoRR, (2019)A Scalable Probabilistic Model for Reward Optimizing Slate Recommendation., , , , , и . CoRR, (2022)