Probabilistic Permutation Graph Search: Black-Box Optimization for Fairness in Ranking

Keyphrases

• Permutation Graph 100%
• Stochastic Ranking 100%
• Fairness Metrics 100%
• Utility Estimation 100%
• Graph Search 100%
• Black-box Optimization 100%
• Fairness in Rankings 100%
• Distribution-based 50%
• Learning to Rank 50%
• Black Box 50%
• Underlying Assumptions 50%
• Logit 50%
• Ranking Model 50%
• Distribution Representation 50%
• Fairness Optimization 50%
• Tabular Form 50%
• Permutation Distribution 50%
• One Session 50%
• Ranking Performance 50%
• Pairwise Constraints 50%
• Ranking Method 50%
• Fairness Measures 50%
• Performance Gap 50%
• Fairness Control 50%
• Distribution Parameter 50%

Computer Science

• Objective Function 100%
• Underlying Assumption 50%
• Permutation Distribution 50%
• Performance Gap 50%