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Pranuthi Tenali

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#machine learning Preprint Aug 2026

Reliable Fusion of Conflicting Experts

We study the problem of aggregating opinions from multiple black-box experts in noisy, conflict-prone settings where expert reliability varies across inputs. Static aggregation methods, such as majority voting, fail to capture this variability and often yield unreliable outcomes under disagreement. We propose a tractab...

Pranuthi Tenali, Sahil Sidheekh, Saurabh Mathur et al. · 0 citations

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