https://insidebigdata.com/tag/quantum-machine-learning/ Your Source for AI, Data Science, Deep Learning & Machine Learning Strategies Wed, 11 Aug 2021 22:51:16 +0000 en-US hourly 1 https://wordpress.org/?v=6.3.2 136462205 https://insidebigdata.com/2021/08/14/cambridge-quantum-algorithm-solves-optimization-problems-significantly-faster-outperforming-existing-quantum-methods/ https://insidebigdata.com/2021/08/14/cambridge-quantum-algorithm-solves-optimization-problems-significantly-faster-outperforming-existing-quantum-methods/#respond Sat, 14 Aug 2021 13:00:00 +0000 https://insidebigdata.com/?p=26876 In a development that is likely to set a new industry standard, scientists at Cambridge Quantum (CQ) have developed a new algorithm for solving combinatorial optimization problems that are widespread in business and industry, such as traveling salesman, vehicle routing or job shop scheduling, using near-term quantum computers.]]> https://insidebigdata.com/2021/08/14/cambridge-quantum-algorithm-solves-optimization-problems-significantly-faster-outperforming-existing-quantum-methods/feed/ 0 26876 https://insidebigdata.com/2021/05/27/quantum-machine-learning-an-introduction-to-qgans/ https://insidebigdata.com/2021/05/27/quantum-machine-learning-an-introduction-to-qgans/#respond Thu, 27 May 2021 13:00:00 +0000 https://insidebigdata.com/?p=26308 In this contributed article, data scientists from Sigmoid discuss quantum machine learning and provide an introduction to QGANs. Quantum GANs which use a quantum generator or discriminator or both is an algorithm of similar architecture developed to run on Quantum systems. The quantum advantage of various algorithms is impeded by the assumption that data can be loaded to quantum states. However this can be achieved for specific but not generic data.]]> https://insidebigdata.com/2021/05/27/quantum-machine-learning-an-introduction-to-qgans/feed/ 0 26308