Research Focus:
Trustworthy ML
What problems are you currently working on?
- Providing guarantees in theory and application for explainability methods using Shapley values
- Combining explainability models with Bayesian Neural Networks (BNN)
What are you particularly interested in?
Shining a light into the decision-making process of black-box models giving users and experts confidence in the decisions produced by Neural Networks