conftrace_

disparate treatment

5 papers

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Co-occurring keywords · papers mentioning both

disparate impact (2) predictive parity (1) post-processing prediction (1) sensitive demographic (1) consistency constraint (1) neural network (1) protected attribute (1) fairness benchmarking (1) fair classifier (1) fairness benchmark (1)

Papers

Reconciling Predictive and Statistical Parity: A Causal Approach AAAI 2024 Social Bias Probing: Fairness Benchmarking for Language Models EMNLP 2024 Are Two Heads the Same as One? Identifying Disparate Treatment in Fair Neural Networks NeurIPS 2022 Blind Justice: Fairness with Encrypted Sensitive Attributes ICML 2018 Preventing Disparate Treatment in Sequential Decision Making IJCAI 2018