Lilian Edwards

Artificial Intelligence · 2018

A researcher in the Science corpus: 2 papers; trusts 6 researchers and is trusted by 5 researchers here, as inferred from the citation graph.

Subfields

• Artificial Intelligence — 20 citations into it; #20,623 of 35,345 by trust here, #15,004 by citations
• Safety, Robustness & Interpretability — 13 citations into it
• Privacy & Security — 11 citations into it
• Sociology and Political Science — 9 citations into it
• AI Ethics, Fairness & Society — 8 citations into it

Whom Lilian Edwards trusts overall

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

1. Latanya Sweeney
2. Ilya Mironov
3. Kate Crawford
4. Marco Tulio Ribeiro
5. Cynthia Dwork
6. Kamalika Chaudhuri

Who trusts Lilian Edwards overall

1. Samuel Budd
2. S. Lo Piano
3. Emma Claire Robinson
4. Jessica Morley
5. Heike Felzmann
6. Alicja Gosiewska
7. Bradley C. Boehmke
8. Bernhard Kainz
9. Corinne Cath

Papers from Lilian Edwards's perspective

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

1. Differentially Private Empirical Risk Minimization
2. Membership Inference Attacks Against Machine Learning Models
3. Differential Privacy: A Survey of Results
4. Association for Computational Linguistics " Why Should I Trust You? " Explaining the Predictions of Any Classifier
5. Model Inversion Attacks that Exploit Confidence Information and Basic Countermeasures
6. ImageNet classification with deep convolutional neural networks
7. What Can We Learn Privately?
8. Stealing Machine Learning Models via Prediction APIs
9. Gradient-based learning applied to document recognition
10. Deep Residual Learning for Image Recognition (Computer Vision and Pattern Recognition)

Their papers

• Algorithms that remember: model inversion attacks and data protection law (2018) — 238 citations
• Enslaving the Algorithm: From a “Right to an Explanation” to a “Right to Better Decisions”? (2018) — 156 citations