Abstract:In the last few years, Artificial Intelligence (AI) has reached the public consciousness through high-profile applications such as chatbots, image generators, speech synthesis and transcription. These are all due to the success of deep learning: Machine learning algorithms that learn tasks from massive amounts of data. The neural network models used in deep learning involve many parameters, often in the order of billions. These models often fail on tasks that computers are traditionally very good at, like calc… Show more
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