Alice Xiang

Artificial Intelligence · 2019–2023

A researcher in the Science corpus: 6 papers; trusts 17 researchers and is trusted by 0 researchers here, as inferred from the citation graph.

Subfields

• Artificial Intelligence — 124 citations into it
• Safety, Robustness & Interpretability — 85 citations into it
• Safety Research — 68 citations into it
• AI Ethics, Fairness & Society — 43 citations into it
• Sociology and Political Science — 28 citations into it
• Probabilistic & Bayesian Methods — 24 citations into it
• Social Sciences & Humanities — 10 citations into it

Whom Alice Xiang trusts overall

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

1. Anna Lauren Hoffmann
2. Moritz Hardt
3. Andrew D. Selbst
4. Lloyd S. Shapley
5. Geoffrey E. Hinton
6. Sorelle A. Friedler
7. Solon Barocas
8. R. Dennis Cook
9. Alex Krizhevsky
10. Diederik P. Kingma

Who trusts Alice Xiang overall

1. Umang Bhatt

Papers from Alice Xiang's perspective

Ordered by how strongly the researchers Alice Xiang 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. Gradient-based learning applied to document recognition
4. Adam: A Method for Stochastic Optimization (International Conference on Learning Representations)
5. ImageNet: A large-scale hierarchical image database
6. Learning Multiple Layers of Features from Tiny Images
7. Long Short-Term Memory
8. Attention is All you Need (Neural Information Processing Systems)
9. ImageNet Large Scale Visual Recognition Challenge
10. Going deeper with convolutions

Their papers

• Explainable machine learning in deployment (2019) — 701 citations
• What We Can't Measure, We Can't Understand: Challenges to Demographic Data Procurement in the Pursuit of Fairness (2020) — 156 citations
• Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models (2023) — 266 citations
• Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models (2022) — 2,561 citations
• Uncertainty as a Form of Transparency: Measuring, Communicating, and Using Uncertainty (2020) — 336 citations
• On the Legal Compatibility of Fairness Definitions (2019) — 65 citations