A generative recommender system with GMM prior for cancer drug generation and sensitivity prediction.
Krzysztof KorasMarcin MozejkoPaulina SzymczakEike StaubEwa SzczurekPublished in: CoRR (2022)
Keyphrases
- recommender systems
- gaussian mixture model
- prediction accuracy
- outcome prediction
- prediction model
- drug design
- drug discovery
- prior knowledge
- generative model
- prediction error
- collaborative filtering
- mixture model
- breast cancer
- gaussian mixture
- prediction algorithm
- early detection
- cold start problem
- maximum a posteriori
- prior information
- user preferences
- information filtering
- discriminative learning
- speaker recognition
- em algorithm
- feature vectors