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Assortment Optimization

Assortment optimization is all about presenting the right mix of products in the right channels at the right time.

Papers

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Showing 1–25 of 32 papers

TitleStatusHype
Optimizing Revenue while showing Relevant Assortments at ScaleCode1
Assortment Optimization for Patient-Provider MatchingCode0
Learning an Optimal Assortment Policy under Observational Data—0
On Pareto Optimality for the Multinomial Logistic Bandit—0
Consumer Transactions Simulation through Generative Adversarial Networks—0
Outer Approximation and Super-modular Cuts for Constrained Assortment Optimization under Mixed-Logit Model—0
A Re-solving Heuristic for Dynamic Assortment Optimization with Knapsack Constraints—0
Stop Relying on No-Choice and Do not Repeat the Moves: Optimal, Efficient and Practical Algorithms for Assortment Optimization—0
Non-monotone Sequential Submodular Maximization—0
A Neural Network Based Choice Model for Assortment Optimization—0
A Model of Competitive Assortment Planning Algorithm—0
PASTA: Pessimistic Assortment Optimization—0
Consider or Choose? The Role and Power of Consideration Sets—0
Combinatorial Inference on the Optimal Assortment in Multinomial Logit Models—0
A Nonparametric Approach with Marginals for Modeling Consumer Choice—0
Identifying Substitute and Complementary Products for Assortment Optimization with Cleora Embeddings—0
Assortment Optimization with Customer Choice Modeling in a Crowdfunding Setting—0
The Limits of Personalization in Assortment Optimization—0
The Refined Assortment Optimization Problem—0
Adversarial Combinatorial Bandits with General Non-linear Reward Functions—0
The Best of Many Worlds: Dual Mirror Descent for Online Allocation Problems—0
Product age based demand forecast model for fashion retail—0
Uncertainty Quantification for Demand Prediction in Contextual Dynamic Pricing—0
Assortment Optimization with Repeated Exposures and Product-dependent Patience Cost—0
A Generalized Markov Chain Model to Capture Dynamic Preferences and Choice Overload—0
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