McKane Andrus

Safety Research · 2020

A researcher in the Science corpus: 1 paper; trusts 3 researchers and is trusted by 0 researchers here, as inferred from the citation graph.

Subfields

• Safety Research — 27 citations into it
• Safety, Robustness & Interpretability — 14 citations into it
• Sociology and Political Science — 14 citations into it

Whom McKane Andrus trusts overall

Their strongest outbound trust, strongest first, inferred from their citations.

1. Anders Lisdorf
2. Sebastian Benthall
3. Michael Veale
4. Niki Kilbertus
5. Pedro Saleiro
6. Alexey Romanov
7. Bruce D. Haynes
8. Safiya Umoja Noble
9. Linnet Taylor
10. Hanna M. Wallach

Who trusts McKane Andrus overall

1. Ben Hutchinson
2. Sara Hooker
3. Negar Rostamzadeh

Papers from McKane Andrus's perspective

Ordered by how strongly the researchers McKane Andrus trusts endorse each paper. Same corpus, a different order for every researcher.

1. Equality of Opportunity in Supervised Learning
2. Fairness through awareness
3. Fairness Constraints: Mechanisms for Fair Classification
4. Inherent Trade-Offs in the Fair Determination of Risk Scores
5. Certifying and Removing Disparate Impact
6. Fairness-aware Learning through Regularization Approach
7. Fair Prediction with Disparate Impact: A Study of Bias in Recidivism Prediction Instruments
8. Interventions over Predictions: Reframing the Ethical Debate for Actuarial Risk Assessment
9. Improving Fairness in Machine Learning Systems: What Do Industry Practitioners Need?
10. Big Data's Disparate Impact

Their papers

• What We Can't Measure, We Can't Understand: Challenges to Demographic Data Procurement in the Pursuit of Fairness (2020) — 156 citations