Lauren Wilcox
Artificial Intelligence · 2010–2020
A researcher in the Science corpus: 6 papers; trusts 3 researchers and is trusted by 0 researchers here, as inferred from the citation graph.
Subfields
- Artificial Intelligence — 31 citations into it
- Human-Computer Interaction — 14 citations into it
- Radiology, Nuclear Medicine and Imaging — 14 citations into it
- Computer Vision and Pattern Recognition — 7 citations into it
- Natural Language Processing — 6 citations into it
Whom Lauren Wilcox trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
Papers from Lauren Wilcox's perspective
Ordered by how strongly the researchers Lauren Wilcox trusts endorse each paper. Same corpus, a different order for every researcher.
- Association for Computational Linguistics " Why Should I Trust You? " Explaining the Predictions of Any Classifier
- Visualizing Higher-Layer Features of a Deep Network
- Understanding Black-box Predictions via Influence Functions
- Model Cards for Model Reporting
- Datasheets for datasets
- Algorithm aversion: people erroneously avoid algorithms after seeing them err.
- Manipulating and Measuring Model Interpretability
- Interpretability Beyond Feature Attribution: Quantitative Testing with Concept Activation Vectors (TCAV)
- SmoothGrad: removing noise by adding noise
- Power to the People: The Role of Humans in Interactive Machine Learning (The AI Magazine)
Their papers
- A Human-Centered Evaluation of a Deep Learning System Deployed in Clinics for the Detection of Diabetic Retinopathy (2020) — 609 citations
- "Hello AI": Uncovering the Onboarding Needs of Medical Practitioners for Human-AI Collaborative Decision-Making (2019) — 558 citations
- Identifying Challenges and Opportunities in Human-AI Collaboration in Healthcare (2019) — 86 citations
- Supporting Families in Reviewing and Communicating about Radiology Imaging Studies (2017) — 47 citations
- Interactive tools for inpatient medication tracking: a multi-phase study with cardiothoracic surgery patients (2016) — 46 citations
- Designing patient-centric information displays for hospitals (2010) — 109 citations