Shira Mitchell

Artificial Intelligence · 2018–2021

A researcher in the Science corpus: 2 papers; trusts 35 researchers and is trusted by 0 researchers here, as inferred from the citation graph.

Subfields

• Artificial Intelligence — 70 citations into it
• Safety Research — 61 citations into it
• AI Ethics, Fairness & Society — 53 citations into it
• Safety, Robustness & Interpretability — 53 citations into it
• Sociology and Political Science — 52 citations into it
• Statistics and Probability — 35 citations into it
• Management Science and Operations Research — 15 citations into it
• Evaluation & Benchmarks — 14 citations into it

Whom Shira Mitchell trusts overall

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

1. Toon Calders
2. Alexandra Chouldechova
3. Lily Hu
4. Faisal Kamiran
5. Michael Kearns
6. Sam Corbett-Davies
7. Matthew Joseph
8. Camelia Simoiu
9. Sorelle A. Friedler
10. Moritz Hardt

Who trusts Shira Mitchell overall

1. Amanda Coston
2. Silvia Chiappa
3. Margaret Mitchell
4. Harini Suresh
5. Abigail Z. Jacobs
6. Ben Hutchinson
7. James R. Foulds

Papers from Shira Mitchell's perspective

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

1. ImageNet classification with deep convolutional neural networks
2. Fairness through awareness
3. Deep Residual Learning for Image Recognition (Computer Vision and Pattern Recognition)
4. Equality of Opportunity in Supervised Learning
5. Adam: A Method for Stochastic Optimization (International Conference on Learning Representations)
6. Gradient-based learning applied to document recognition
7. Attention is All you Need (Neural Information Processing Systems)
8. Long Short-Term Memory
9. Fair Prediction with Disparate Impact: A Study of Bias in Recidivism Prediction Instruments
10. ImageNet: A large-scale hierarchical image database

Their papers

• Prediction-Based Decisions and Fairness: A Catalogue of Choices, Assumptions, and Definitions (2018) — 182 citations
• Algorithmic Fairness: Choices, Assumptions, and Definitions (2021) — 600 citations