Research map / Learning theory and algorithms / Fairness
Fairness in Decision-Making — The Causal Explanation Formula
Read the paperCheck your idea against 108,967 papers
AI-extracted summary. Written by AI from the paper's title only (no summary yet). Numbers and claims can be wrong or missing context, so check the paper before you cite or build on it.
Closest papers by meaning
- Fairness-Accuracy Trade-Offs: A Causal Perspective (AAAI 2025 · similarity 0.93)
- Causal Bias Detection in Generative Artifical Intelligence (NeurIPS 2026 · similarity 0.91)
- FairPFN: A Tabular Foundation Model for Causal Fairness (ICML 2025 · similarity 0.89)
- Mind the Gap: A Causal Perspective on Bias Amplification in Prediction & Decision-Making (NeurIPS 2024 · similarity 0.89)
- Reconciling Predictive and Statistical Parity: A Causal Approach (AAAI 2024 · similarity 0.88)
- Local Causal Discovery for Structural Evidence of Direct Discrimination (AAAI 2025 · similarity 0.88)
Writing a paper in this area? scime draft is a free LaTeX editor with AI included, real-time co-authors and a check of your references and venue rules before you submit. It also imports OpenAI Prism projects.
