Although artificial intelligence (AI) has achieved many feats at a rapid pace, there still exist open problems and fundamental shortcomings related to performance and resource …
The growing number of applications of machine learning and data mining in many domains— from agriculture to business, education, industrial manufacturing, and medicine—gave rise …
K Sokol, JE Vogt - arXiv preprint arXiv:2306.02312, 2023 - arxiv.org
Ante-hoc interpretability has become the holy grail of explainable artificial intelligence for high-stakes domains such as healthcare; however, this notion is elusive, lacks a widely …