REASONING USING AUTOMATED REASONING: THE FRONTIER OF ADVANCEMENT ENABLING RAPID AND UNIVERSAL COMPUTATIONAL INTELLIGENCE SYSTEMS

Reasoning using Automated Reasoning: The Frontier of Advancement enabling Rapid and Universal Computational Intelligence Systems

Machine learning has advanced considerably in recent years, with algorithms surpassing human abilities in diverse tasks. However, the true difficulty lies not just in creating these models, but in implementing them efficiently in real-world applications. This is where machine learning inference takes center stage, emerging as a primary concern for

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Inferencing using Intelligent Algorithms: A Pioneering Era accelerating Resource-Conscious and Pervasive Machine Learning Platforms

AI 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 implementing them efficiently in practical scenarios. This is where machine learning inference becomes crucial, emerging as a critical focus for experts and

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