MACHINE LEARNING INFERENCE: THE EMERGING INNOVATION POWERING PERVASIVE AND RESOURCE-CONSCIOUS MACHINE LEARNING OPERATIONALIZATION

Machine learning has made remarkable strides in recent years, with models matching human capabilities in various tasks. However, the real challenge lies not just in creating these models, but in implementing them efficiently in practical scenarios. This is where machine learning inference comes into play, arising as a primary concern for experts an