Beyond Parity: Fairness Objectives for Collaborative Filtering.
Sirui YaoBert HuangPublished in: NIPS (2017)
Keyphrases
- collaborative filtering
- recommender systems
- data sparsity
- matrix factorization
- error correction
- user preferences
- product recommendation
- cold start problem
- game theory
- information filtering
- multiple objectives
- deal with information overload
- resource allocation
- database
- user interests
- case study
- neighbor selection
- making recommendations
- pearson correlation coefficient
- probabilistic matrix factorization