INTELLIGENT ALGORITHMS INTERPRETATION: THE NEXT LANDSCAPE DRIVING UBIQUITOUS AND RESOURCE-CONSCIOUS ARTIFICIAL INTELLIGENCE UTILIZATION

Machine learning has advanced considerably in recent years, with algorithms achieving human-level performance in diverse tasks. However, the true difficulty lies not just in developing these models, but in deploying them optimally in everyday use cases. This is where machine learning inference becomes crucial, emerging as a primary concern for scie