Christina Ilvento

Artificial Intelligence · 2018–2020

A researcher in the Science corpus: 2 papers; trusts 10 researchers and is trusted by 4 researchers here, as inferred from the citation graph.

Subfields

• Artificial Intelligence — 22 citations into it
• Safety, Robustness & Interpretability — 22 citations into it
• Safety Research — 15 citations into it; #2,927 of 5,829 by trust here, #3,096 by citations
• Sociology and Political Science — 12 citations into it; #12,016 of 22,756 by trust here, #12,801 by citations
• AI Ethics, Fairness & Society — 9 citations into it

Whom Christina Ilvento trusts overall

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

1. Cynthia Dwork
2. Moritz Hardt
3. Alexandra Chouldechova
4. Michael Kearns
5. Michael P. Kim
6. Omer Reingold
7. Guy N. Rothblum
8. Richard S. Zemel
9. Aaron Roth
10. Jon M. Kleinberg

Who trusts Christina Ilvento overall

1. Cynthia Dwork
2. Dana Pessach
3. Alex Beutel

Papers from Christina Ilvento's perspective

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

1. Fairness through awareness
2. Equality of Opportunity in Supervised Learning
3. Fair Prediction with Disparate Impact: A Study of Bias in Recidivism Prediction Instruments
4. Inherent Trade-Offs in the Fair Determination of Risk Scores
5. Fairness-aware Learning through Regularization Approach
6. Preventing Fairness Gerrymandering: Auditing and Learning for Subgroup Fairness
7. Avoiding Discrimination through Causal Reasoning
8. Discrimination-aware data mining
9. Counterfactual Fairness (Neural Information Processing Systems)
10. Classifying without discriminating

Their papers

• Fairness Under Composition (2018) — 135 citations
• Individual Fairness in Pipelines (2020) — 43 citations