Fair Candidate Ranking with Spatial Partitioning: Lessons from the SIOP ML competition.
Ian BurkeRobin BurkeGoran KuljaninPublished in: HR@RecSys (2021)
Keyphrases
- maximum likelihood
- ranking algorithm
- spatial information
- spatial data
- web search
- short list
- learning to rank
- spatial and temporal
- lessons learned
- spatial databases
- ranking functions
- spatio temporal
- case study
- link analysis
- spatial reasoning
- spatial structure
- rank order
- supervised learning
- query processing
- data sets
- pairwise
- social networks
- user feedback
- graph partitioning
- candidate set
- information retrieval