278 citations · 1.5k across the 50 of their papers we have counts for
Showing 2014Show all
2 papers · 1 filter
cs.IR2014★ 7 cited
Representation Learning for cold-start recommendation
Gabriella Contardo, Ludovic Denoyer, Thierry Artieres
A standard approach to Collaborative Filtering (CF), i.e. prediction of user ratings on items, relies on Matrix Factorization techniques. Representations for both users and items a…
cs.LG2014★ 34 cited
Deep Sequential Neural Network
Ludovic Denoyer, Patrick Gallinari
Neural Networks sequentially build high-level features through their successive layers. We propose here a new neural network model where each layer is associated with a set of cand…