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Information about AI from the News, Publications, and Conferences

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If you are looking for an answer to the question What is Artificial Intelligence? and you only have a minute, then here's the definition the Association for the Advancement of Artificial Intelligence offers on its home page: "the scientific understanding of the mechanisms underlying thought and intelligent behavior and their embodiment in machines."

However, if you are fortunate enough to have more than a minute, then please get ready to embark upon an exciting journey exploring AI (but beware, it could last a lifetime) …

Global Optimum Search in Quantum Deep Learning

Chu, Lanston Hau Man, Bhojraj, Tejas, Huang, Rui

arXiv.org Machine LearningAug-9-2020

This paper aims to solve machine learning optimization problem by using quantum circuit. Two approaches, namely the average approach and the Partial Swap Test Cutoff method (PSTC) was proposed to search for the global minimum/maximum of two different objective functions. The current cost is O( Θ N), but there is potential to improve PSTC further to O( Θ · sublinear N) by enhancing the checking process.

artificial intelligence, machine learning, pstc, (16 more...)

arXiv.org Machine Learning

2008.03655

Country: North America > United States > Wisconsin > Dane County > Madison (0.14)

Genre: Research Report (0.40)

Technology: Information Technology > Artificial Intelligence > Machine Learning > Neural Networks > Deep Learning (0.82)

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