Deep Bayesian active learning-to-rank with relative annotation for estimation of ulcerative colitis severity.
Takeaki KadotaHideaki HayashiRyoma BiseKiyohito TanakaSeiichi UchidaPublished in: Medical Image Anal. (2024)
Keyphrases
- learning to rank
- ranking functions
- loss function
- information retrieval
- ranking svm
- evaluation measures
- direct optimization
- document retrieval
- metadata
- bayesian networks
- learning to rank algorithms
- active learning
- evaluation metrics
- collaborative filtering
- supervised learning
- balancing exploration and exploitation
- machine learning
- retrieval systems
- feature set
- web search
- support vector machine
- image retrieval
- ranking list
- reinforcement learning
- learn a ranking function
- data mining