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Advancing Preference Learning in AI: Beyond Pairwise Comparisons
Universal Journal of Computer Sciences and Communications
| Vol 4, Issue 1
Table 1. Advancing Preference Learning in AI: BeyondPairwise Comparisons.
| Study | Method | Reduction in Accuracy Maintained (%) | Comparisons (%) |
| Qian et al. (2015) | Adaptive PairwiseComparison | 30% | 95% |
| Ignatenko et al. (2021) | Bayesian Optimization Framework | 35% | 93% |
a Results of Pairwise Comparison Optimization Methods.