Modeling and visualization techniques for addressing bias in machine learning, taking steps towards more inclusive data science.
User Centered Machine Learning
Presentation on various modeling and visualization techniques to help address common types of bias in machine learning, taking steps towards more inclusive data science. Discusses
- Sampling
- Role of user research
- Visualization techniques
- Narrative strategies