Select Wisely and Explain: Active Learning and Probabilistic Local Post-hoc Explainability

Aditya Saini, Ranjitha Prasad

Albeit the tremendous performance improvements in designing complex artificial intelligence (AI) systems in data-intensive domains, the black-box nature of these systems leads to t…