Fernanda Viégas
Publications by Year
Research Areas
Data Visualization and Analytics, Topic Modeling, Multimedia Communication and Technology, Natural Language Processing Techniques, Explainable Artificial Intelligence (XAI)
Most-Cited Works
- → TensorFlow: Large-Scale Machine Learning on Heterogeneous Distributed Systems(2016)9,726 cited
- → Google’s Multilingual Neural Machine Translation System: Enabling Zero-Shot Translation(2017)1,724 cited
- → How to Use t-SNE Effectively(2016)835 cited
- → Studying cooperation and conflict between authors with history flow visualizations(2004)770 cited
- → SmoothGrad: removing noise by adding noise(2017)754 cited
- → Interpretability Beyond Feature Attribution: Quantitative Testing with\n Concept Activation Vectors (TCAV)(2017)732 cited
- → ManyEyes: a Site for Visualization at Internet Scale(2007)719 cited
- → The What-If Tool: Interactive Probing of Machine Learning Models(2019)496 cited
- → Participatory Visualization with Wordle(2009)405 cited