conftrace_

statistical aggregation

5 papers

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Co-occurring keywords

exponentially weighted aggregation (1) risk bound (71) exponential weight (15) pearson correlation (70) annotation quality (109) worker performance (2) performance regularization (1) ground truth estimation (4) weighted aggregation (9) error annotation (21)

Papers

Local Risk Bounds for Statistical Aggregation COLT 2023
Frustratingly Easy Truth Discovery AAAI 2023
On reporting scores and agreement for error annotation tasks EMNLP 2022
Performance as a Constraint: An Improved Wisdom of Crowds Using Performance Regularization IJCAI 2020
PEWA: Patch-based Exponentially Weighted Aggregation for image denoising NIPS 2014