https://insidebigdata.com/tag/quantum-computing/ Your Source for AI, Data Science, Deep Learning & Machine Learning Strategies Tue, 12 Sep 2023 22:10:06 +0000 en-US hourly 1 https://wordpress.org/?v=6.3.2 136462205 https://insidebigdata.com/2023/09/12/research-highlights-unveiling-the-first-fully-integrated-and-complete-quantum-monte-carlo-integration-engine/ https://insidebigdata.com/2023/09/12/research-highlights-unveiling-the-first-fully-integrated-and-complete-quantum-monte-carlo-integration-engine/#respond Tue, 12 Sep 2023 09:58:00 +0000 https://insidebigdata.com/?p=33378 Quantinuum, a leading integrated quantum computing company has published full details of their complete Quantum Monte Carlo Integration (QMCI) engine. QMCI applies to problems that have no analytic solution, such as pricing financial derivatives or simulating the results of high-energy particle physics experiments and promises computational advances across business, energy, supply chain logistics and other sectors.]]> https://insidebigdata.com/2023/09/12/research-highlights-unveiling-the-first-fully-integrated-and-complete-quantum-monte-carlo-integration-engine/feed/ 0 33378 https://insidebigdata.com/2023/08/29/the-countles-worth-of-fine-tuning-foundation-models/ https://insidebigdata.com/2023/08/29/the-countles-worth-of-fine-tuning-foundation-models/#respond Tue, 29 Aug 2023 10:00:00 +0000 https://insidebigdata.com/?p=33219 In this contributed article, editorial consultant Jelani Harper points out that whether it’s some iteration of GPT, LLaMA, or any other foundation model, the enterprise merit obtained from successfully employing these constructs revolves around the ability to fine-tune them. LoRA and other Parameter-Efficient Fine-Tuning approaches produce this result in a manner that’s cost-effective and efficient—particularly when accessed through no-code cloud frameworks supplying GPUs and access to the models.]]> https://insidebigdata.com/2023/08/29/the-countles-worth-of-fine-tuning-foundation-models/feed/ 0 33219 https://insidebigdata.com/2022/12/16/classiq-research-shows-huge-quantum-computing-momentum-market-potential/ https://insidebigdata.com/2022/12/16/classiq-research-shows-huge-quantum-computing-momentum-market-potential/#respond Fri, 16 Dec 2022 14:00:00 +0000 https://insidebigdata.com/?p=31152 New research from Classiq, a leader in quantum software, indicates that companies understand the tremendous economic opportunities that quantum computing represents and across sectors are hiring or planning to hire quantum talent. The research also reveals that organizations are investigating quantum applications in their various sectors – and patenting their own quantum software intellectual property – in a big way, with businesses in the financial sector reporting the highest engagement and investment.]]> https://insidebigdata.com/2022/12/16/classiq-research-shows-huge-quantum-computing-momentum-market-potential/feed/ 0 31152 https://insidebigdata.com/2022/03/26/new-quantum-computing-research-shows-promising-path-to-commercialization/ https://insidebigdata.com/2022/03/26/new-quantum-computing-research-shows-promising-path-to-commercialization/#respond Sat, 26 Mar 2022 13:00:00 +0000 https://insidebigdata.com/?p=28744 Agnostiq, Inc., the quantum computing SaaS startup, announced its latest benchmark research which analyzed the state of quantum computing hardware to determine its current and future practicality as a mainstream solution. The findings show that quantum computing hardware has improved over time and that application-specific benchmarks can serve as a more practical yardstick for comparing the capabilities of alternative types of quantum hardware.]]> https://insidebigdata.com/2022/03/26/new-quantum-computing-research-shows-promising-path-to-commercialization/feed/ 0 28744 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 https://insidebigdata.com/2021/04/11/cambridge-quantum-computing-pioneers-quantum-machine-learning-methods-for-reasoning/ https://insidebigdata.com/2021/04/11/cambridge-quantum-computing-pioneers-quantum-machine-learning-methods-for-reasoning/#comments Sun, 11 Apr 2021 13:00:00 +0000 https://insidebigdata.com/?p=25940 Scientists at Cambridge Quantum Computing (CQC) have developed methods and demonstrated that quantum machines can learn to infer hidden information from very general probabilistic reasoning models. These methods could improve a broad range of applications, where reasoning in complex systems and quantifying uncertainty are crucial. Examples include medical diagnosis, fault-detection in mission-critical machines, or financial forecasting for investment management.]]> https://insidebigdata.com/2021/04/11/cambridge-quantum-computing-pioneers-quantum-machine-learning-methods-for-reasoning/feed/ 1 25940 https://insidebigdata.com/2018/09/28/ai-quantum-computers-bring-massive-change/ https://insidebigdata.com/2018/09/28/ai-quantum-computers-bring-massive-change/#respond Fri, 28 Sep 2018 15:30:20 +0000 https://insidebigdata.com/?p=21150 https://insidebigdata.com/2018/09/28/ai-quantum-computers-bring-massive-change/feed/ 0 21150 https://insidebigdata.com/2018/08/26/d-wave-breakthrough-demonstrates-first-large-scale-quantum-simulation-topological-state-matter/ https://insidebigdata.com/2018/08/26/d-wave-breakthrough-demonstrates-first-large-scale-quantum-simulation-topological-state-matter/#respond Sun, 26 Aug 2018 15:30:07 +0000 https://insidebigdata.com/?p=20980 D-Wave Systems Inc., a leader in quantum computing systems and software, published a milestone study demonstrating a topological phase transition using its 2048-qubit annealing quantum computer. This complex quantum simulation of materials is a major step toward reducing the need for time-consuming and expensive physical research and development.]]> https://insidebigdata.com/2018/08/26/d-wave-breakthrough-demonstrates-first-large-scale-quantum-simulation-topological-state-matter/feed/ 0 20980 https://insidebigdata.com/2018/03/27/everything-need-know-quantum-computing/ https://insidebigdata.com/2018/03/27/everything-need-know-quantum-computing/#respond Tue, 27 Mar 2018 15:30:47 +0000 https://insidebigdata.com/?p=20139 https://insidebigdata.com/2018/03/27/everything-need-know-quantum-computing/feed/ 0 20139