A Formal Analysis of Recommendation Quality of Adversarially-trained Recommenders.
Vito Walter AnelliYashar DeldjooTommaso Di NoiaFelice Antonio MerraPublished in: CIKM (2021)
Keyphrases
- formal analysis
- recommendation quality
- recommender systems
- collaborative filtering
- recommendation systems
- data sparsity
- matrix factorization
- user profiles
- cold start
- formal methods
- information overload
- agent model
- personalized recommendation
- user preferences
- training set
- collaborative filtering algorithms
- user behavior
- knowledge base
- training data