COMPUTING WITH NEURAL NETWORKS: A GROUNDBREAKING CHAPTER REVOLUTIONIZING RESOURCE-CONSCIOUS AND AVAILABLE MACHINE LEARNING ALGORITHMS

Machine learning has advanced considerably in recent years, with models matching human capabilities in numerous tasks. However, the true difficulty lies not just in developing these models, but in deploying them efficiently in practical scenarios. This is where machine learning inference becomes crucial, arising as a critical focus for researchers