Exploring Cross-group Discrepancies in Calibrated Popularity for Accuracy/Fairness Trade-off Optimization.
Oleg LesotaStefan BrandlMatthias WenzelAlessandro B. MelchiorreElisabeth LexNavid RekabsazMarkus SchedlPublished in: MORS@RecSys (2022)
Keyphrases
- trade off
- bias variance
- prediction accuracy
- high accuracy
- classification accuracy
- computational cost
- data sets
- constrained optimization
- global optimization
- computational complexity
- optimization problems
- cooperative
- computational efficiency
- optimization method
- feature selection
- optimization methods
- highly accurate
- optimization process
- machine learning
- stereo camera
- real time