2016-Collaborative Denoising Auto-Encoders for Top-N Recommender Systems.pdf
Mostreal-worldrecommenderservicesmeasuretheirperformancebasedonthetop-Nresultsshowntotheendusers.Thus,advancesintop-Nrecommendationhavefar-rangingconsequencesinpracticalapplications.Inthispaper,wepresentanovelmethod,calledCollaborativeDenoisingAuto-Encoder(CDAE),fortop-Nrecommendationthat