conftrace_

prediction variance

4 papers

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Co-occurring keywords · papers mentioning both

ensembling algorithm (1) self-consistency metric (1) homogeneous model (1) uncertainty measurement (1) dropout entropy (1) distributional equivalence (1) jensen gap (1) gaze estimation (1) source-free learning (1) deep ensemble (1)

Papers

Agree to Disagree: Demystifying Homogeneous Deep Ensembles through Distributional Equivalence ICLR 2025 Arbitrariness and Social Prediction: The Confounding Role of Variance in Fair Classification AAAI 2024 Source-Free Adaptive Gaze Estimation by Uncertainty Reduction CVPR 2023 Mitigating Uncertainty in Document Classification NAACL 2019