Cathy O'Neil

Artificial Intelligence · 2006–2020

A researcher in the Science corpus: 3 papers; trusts 10 researchers and is trusted by 3 researchers here, as inferred from the citation graph.

Subfields

• Artificial Intelligence — 17 citations into it
• AI Ethics, Fairness & Society — 11 citations into it
• Safety, Robustness & Interpretability — 10 citations into it
• Safety Research — 8 citations into it; #3,970 of 5,829 by trust here, #3,346 by citations
• Sociology and Political Science — 7 citations into it

Whom Cathy O'Neil trusts overall

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

1. Indrė Žliobaitė
2. Faisal Kamiran
3. Salvatore Ruggieri
4. Dino Pedreschi
5. Andrea Romei
6. Toon Calders
7. Sara Hajian

Who trusts Cathy O'Neil overall

1. Shira Mitchell
2. Eric Potash
3. Ninareh Mehrabi

Papers from Cathy O'Neil's perspective

Ordered by how strongly the researchers Cathy O'Neil trusts endorse each paper. Same corpus, a different order for every researcher.

1. A multidisciplinary survey on discrimination analysis
2. Discrimination-aware data mining
3. A survey on measuring indirect discrimination in machine learning
4. Quantifying explainable discrimination and removing illegal discrimination in automated decision making
5. Algorithmic Bias: From Discrimination Discovery to Fairness-aware Data Mining
6. How to do a p-descent on an elliptic curve
7. Explicit 8-descent on elliptic curves
8. Integrating induction and deduction for finding evidence of discrimination
9. Measuring Discrimination in Socially-Sensitive Decision Records
10. Fairness-Aware Classifier with Prejudice Remover Regularizer

Their papers

• Near-Term Artificial Intelligence and the Ethical Matrix (2020) — 26 citations
• Conscientious Classification: A Data Scientist's Guide to Discrimination-Aware Classification (2017) — 201 citations
• Explicit n-descent on elliptic curves, I. Algebra (2006) — 85 citations