Elena Spitzer

Safety Research · 2018–2020

A researcher in the Science corpus: 2 papers; trusts 3 researchers and is trusted by 3 researchers here, as inferred from the citation graph.

Subfields

• Safety Research — 31 citations into it; #3,946 of 5,829 by trust here, #171 by citations
• Safety, Robustness & Interpretability — 23 citations into it; #1,763 of 2,251 by trust here, #275 by citations
• Sociology and Political Science — 15 citations into it

Whom Elena Spitzer trusts overall

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

1. Anders Lisdorf
2. Sebastian Benthall
3. Michael Veale

Who trusts Elena Spitzer overall

1. Ben Hutchinson

Papers from Elena Spitzer's perspective

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

1. Equality of Opportunity in Supervised Learning
2. Fair Prediction with Disparate Impact: A Study of Bias in Recidivism Prediction Instruments
3. Gender Shades: Intersectional Accuracy Disparities in Commercial Gender Classification
4. Fairness Constraints: Mechanisms for Fair Classification
5. Fairness-aware Learning through Regularization Approach
6. Deep Learning Face Attributes in the Wild
7. Datasheets for datasets
8. Interventions over Predictions: Reframing the Ethical Debate for Actuarial Risk Assessment
9. Bleu: a Method for Automatic Evaluation of Machine Translation
10. Improving Fairness in Machine Learning Systems: What Do Industry Practitioners Need?

Their papers

• Model Cards for Model Reporting (2018) — 2,935 citations
• What We Can't Measure, We Can't Understand: Challenges to Demographic Data Procurement in the Pursuit of Fairness (2020) — 156 citations