Songül Tolan

Artificial Intelligence · 2019–2020

A researcher in the Science corpus: 3 papers; trusts 18 researchers and is trusted by 0 researchers here, as inferred from the citation graph.

Subfields

• Artificial Intelligence — 38 citations into it
• Sociology and Political Science — 29 citations into it
• Economics and Econometrics — 25 citations into it
• Safety, Robustness & Interpretability — 24 citations into it
• Safety Research — 23 citations into it
• AI Ethics, Fairness & Society — 17 citations into it
• Evaluation & Benchmarks — 11 citations into it
• Information Systems — 6 citations into it

Whom Songül Tolan trusts overall

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

1. José Hernandez-Orallo
2. David H. Autor
3. Zachary Chase Lipton
4. Erik Brynjolfsson
5. Daron Acemoglu
6. Moritz Hardt
7. Sam Corbett-Davies
8. Laura S. Guy
9. Alexandra Chouldechova
10. Alex Krizhevsky

Who trusts Songül Tolan overall

1. Edward W. Felten
2. Manav Raj
3. Emilio Carrizosa
4. Haochen Liu

Papers from Songül Tolan's perspective

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

1. ImageNet classification with deep convolutional neural networks
2. Deep Residual Learning for Image Recognition (Computer Vision and Pattern Recognition)
3. ImageNet: A large-scale hierarchical image database
4. Adam: A Method for Stochastic Optimization (International Conference on Learning Representations)
5. Gradient-based learning applied to document recognition
6. Learning Multiple Layers of Features from Tiny Images
7. Attention is All you Need (Neural Information Processing Systems)
8. Long Short-Term Memory
9. ImageNet Large Scale Visual Recognition Challenge
10. Going deeper with convolutions

Their papers

• Measuring the Occupational Impact of AI: Tasks, Cognitive Abilities and AI Benchmarks (2020) — 112 citations
• Why Machine Learning May Lead to Unfairness: Evidence from Risk Assessment for Juvenile Justice in Catalonia (2019) — 100 citations
• Addressing multiple metrics of group fairness in data-driven decision making (2020) — 9 citations