1 citations · 1 across the 2 of their papers we have counts for
4 papers
A Twin Neural Model for Uplift
Mouloud Belbahri, Olivier Gandouet, Alejandro Murua +1
Uplift is a particular case of conditional treatment effect modeling. Such models deal with cause-and-effect inference for a specific factor, such as a marketing intervention or a…
Large-data determinantal clustering
Serge Vicente, Alejandro Murua
Determinantal consensus clustering is a promising and attractive alternative to partitioning about medoids and k-means for ensemble clustering. Based on a determinantal point proce…
Tensor train decompositions on recurrent networks
Alejandro Murua, Ramchalam Ramakrishnan, Xinlin Li +2
Recurrent neural networks (RNN) such as long-short-term memory (LSTM) networks are essential in a multitude of daily live tasks such as speech, language, video, and multimodal lear…
Qini-based Uplift Regression
Mouloud Belbahri, Alejandro Murua, Olivier Gandouet +1
Uplift models provide a solution to the problem of isolating the marketing effect of a campaign. For customer churn reduction, uplift models are used to identify the customers who…