A generative recommender system with GMM prior for cancer drug generation and sensitivity prediction.
Krzysztof KorasMarcin MozejkoPaulina SzymczakAdam IzdebskiEike StaubEwa SzczurekPublished in: MLCB (2022)
Keyphrases
- recommender systems
- gaussian mixture model
- prediction accuracy
- collaborative filtering
- outcome prediction
- drug design
- generative model
- drug discovery
- prediction model
- sensitivity analysis
- information filtering
- mixture model
- prediction algorithm
- prior knowledge
- feature vectors
- prostate cancer
- lung cancer
- gaussian mixture modeling
- background subtraction
- prior information
- user preferences
- gaussian mixture
- unsupervised learning
- speaker recognition
- em algorithm