INTELLIGENT ALGORITHMS INTERPRETATION: THE EMERGING BOUNDARY FOR USER-FRIENDLY AND LEAN MACHINE LEARNING SYSTEMS

Machine learning has achieved significant progress in recent years, with algorithms achieving human-level performance in diverse tasks. However, the main hurdle lies not just in creating these models, but in utilizing them effectively in real-world applications. This is where inference in AI becomes crucial, emerging as a critical focus for experts