Search Results for author: Brian Keng

Found 2 papers, 1 papers with code

Generating Realistic Sequences of Customer-level Transactions for Retail Datasets

no code implementations17 Jan 2019 Thang Doan, Neil Veira, Saibal Ray, Brian Keng

The GAN is thus used in tandem with the RNN module in a pipeline alternating between basket generation and customer state updating steps.

Generative Adversarial Network

Multivariate Arrival Times with Recurrent Neural Networks for Personalized Demand Forecasting

1 code implementation29 Dec 2018 Tianle Chen, Brian Keng, Javier Moreno

However, buyer purchase patterns are extremely diverse and sparse on a per-product level due to population heterogeneity as well as dependence in purchase patterns across product categories.

Marketing Survival Analysis

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