Tomi Poutanen

DropoutNet: Addressing Cold Start in Recommender Systems

Latent models have become the default choice for recommender systems due to their performance and scalability. However, research in this area has primarily focused on modeling user-item interactions, and few latent models have been developed for cold start. Deep learning has recently achieved remar…