Search Results for author: Javier Albert

Found 3 papers, 0 papers with code

Uplift Modeling: from Causal Inference to Personalization

no code implementations17 Aug 2023 Felipe Moraes, Hugo Manuel Proença, Anastasiia Kornilova, Javier Albert, Dmitri Goldenberg

Uplift modeling is a collection of machine learning techniques for estimating causal effects of a treatment at the individual or subgroup levels.

Causal Inference

E-Commerce Promotions Personalization via Online Multiple-Choice Knapsack with Uplift Modeling

no code implementations11 Aug 2021 Javier Albert, Dmitri Goldenberg

Promotions and discounts are essential components of modern e-commerce platforms, where they are often used to incentivize customers towards purchase completion.


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