Learn to be Fair without Labels: A Distribution-based Learning Framework for Fair Ranking.
Fumian ChenHui FangPublished in: ICTIR (2023)
Keyphrases
- learning process
- learning scheme
- imitation learning
- learning mechanism
- online learning
- learning algorithm
- learning agent
- learning systems
- learning tasks
- learning rules
- ranking algorithm
- knowledge acquisition
- reinforcement learning
- multi label
- neural network
- language model
- ranking functions
- multi task
- web search
- data points
- prior knowledge
- efficient learning
- unsupervised manner
- preference learning
- training data
- partially labeled
- learning frameworks