WebHsin-Yuan Huang (Robert) A quantum information theorist wondering how a machine could learn about our quantum universe. Follow. Pasadena, USA. Twitter. Github. Google … WebJun 25, 2024 · We consider machine learning algorithms running on classical computers 💻 (instead of quantum computers). The algorithms learn from data obtained in real-world experiments 🧪 and use the data to solve new problems [🧵 3/13]
Hsin-Yuan (Robert) Huang QuICS
WebDec 6, 2024 · Hsin-Yuan (Robert) Huang, Caltech University Description: I will present recent progress in building a rigorous theory to understand how scientists, machines, and future quantum computers could learn models of our quantum universe. The talk will begin with an experimentally feasible procedure for converting a quantum many-body system … WebSep 16, 2024 · Near-term quantum algorithms for linear systems of equations. Hsin-Yuan Huang, Kishor Bharti, Patrick Rebentrost. Solving linear systems of equations is essential for many problems in science and technology, including problems in machine learning. Existing quantum algorithms have demonstrated the potential for large speedups, but the … rhymes for rapping
Hsin-Yuan Huang - National Yang Ming Chiao Tung University …
WebHsin-Yuan Huang (Robert) CV; arXiv Publication Nature Physic Publication GitHub Code Phys.org News . The following is the full Q&A for the interview from Phys.org. 1. Could you explain to our readers how your recent paper published in Nature Physics came about, what main ideas or theories it was based on, and what its main objectives were? WebDive into the research topics where Hsin-Yuan Huang is active. These topic labels come from the works of this person. Together they form a unique fingerprint. 1 Similar Profiles; Higgs Mathematics 100%. Radial Solutions Mathematics 95%. Torus Mathematics 87%. Vortex Mathematics 61%. Raman lasers Physics ... WebMay 11, 2024 · Matthias C. Caro, Hsin-Yuan Huang, … Patrick J. Coles. Barren plateaus in quantum neural network training landscapes. 16 November 2024. Jarrod R. McClean, Sergio Boixo, … Hartmut Neven. rhymes for see