assortment optimization

Finally Rank-Breaking Conquers MNL Bandits: Optimal and Efficient Algorithms for MNL Assortment ICLR 2025 Online Assortment and Price Optimization Under Contextual Choice Models AISTATS 2025 Nearly Minimax Optimal Regret for Multinomial Logistic Bandit NeurIPS 2024 Online Learning of Delayed Choices NeurIPS 2024 PASTA: Pessimistic Assortment Optimization ICML 2023 Submodular Order Functions and Assortment Optimization ICML 2023 Dynamic pricing and assortment under a contextual MNL demand NeurIPS 2022 Adversarial Combinatorial Bandits with General Non-linear Reward Functions ICML 2021 Fully Gap-Dependent Bounds for Multinomial Logit Bandit AISTATS 2021 Multinomial Logit Bandit with Low Switching Cost ICML 2020 Thompson Sampling for Multinomial Logit Contextual Bandits NeurIPS 2019 Near-Optimal Policies for Dynamic Multinomial Logit Assortment Selection Models NeurIPS 2018 Assortment Optimization Under the Mallows model NeurIPS 2016 A Data-Driven Approach to Modeling Choice NeurIPS 2009