Learning to Recommend

Recommender systems survey by Bobadilla et al. (2013)

Recommender systems: from algorithms to user experience by Joseph Konstan and John Riedl (2012)

Recommender Systems by Le et al. (2012)

Neural Collaborative Filtering by He et al. (2017)

Factorization Machines by Steffen Rendle (2010)

Factorization Machines: A New Way of Looking at Machine Learning by Brad Harris (2015)

Collaborative Denoising Auto-Encoders for Top-N Recommender Systems by Wu et al. (2016)

Collaborative Deep Learning for Recommender Systems by Wang et al. (2015)