Explainability and interpretability. Model-agnostic methods. Explanations based on examples. FAT-E (fairness, accountability, transparency and ethics). Study and types of biases. Types and models of explanation. Evaluation methodologies. Data integrity, privacy, confidentiality and robustness
of models. Reliability by design
|
Explainability and interpretability. Model-agnostic methods. Explanations based on examples. FAT-E (fairness, accountability, transparency and ethics). Study and types of biases. Types and models of explanation. Evaluation methodologies. Data integrity, privacy, confidentiality and robustness
of models. Reliability by design
|
Subjects