conftrace_

debiasing algorithm

6 papers

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Co-occurring keywords · papers mentioning both

bias mitigation (2) fairness variance (1) fixed-seed training (1) accuracy variance (1) adaptive experiment (1) negative bia (1) longitudinal fairness (1) linear concept erasure (1) document confounder (1) debiased rationale (1)

Papers

The Medium Is Not the Message: Deconfounding Document Embeddings via Linear Concept Erasure EMNLP 2025 Unpacking Bias: An Empirical Study of Bias Measurement Metrics, Mitigation Algorithms, and Their Interactions COLING 2024 Controlling Bias Exposure for Fair Interpretable Predictions EMNLP 2022 Longitudinal Fairness with Censorship AAAI 2022 Are My Deep Learning Systems Fair? An Empirical Study of Fixed-Seed Training NeurIPS 2021 Why Adaptively Collected Data Have Negative Bias and How to Correct for It AISTATS 2018