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conftrace_

expected loss reduction

3 papers

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Also known as

ELR

Co-occurring keywords · papers mentioning both

acquisition function (2) active learning (2) bayesian classifier (1) mean objective cost of uncertainty (1) bayesian classification (1) multi-label text classification (1) deep active learning (1) beta scoring rule (1) soft mofu (1) proper scoring rule (1)

Papers

Harnessing the Power of Beta Scoring in Deep Active Learning for Multi-Label Text Classification AAAI 2024 Bayesian Active Learning by Soft Mean Objective Cost of Uncertainty AISTATS 2021 Uncertainty-aware Active Learning for Optimal Bayesian Classifier ICLR 2021