Generative Data Intelligence

Tag: Nature Communications

Structural risk minimization for quantum linear classifiers

Casper Gyurik1, Dyon Vreumingen, van1,2,3, and Vedran Dunjko1,41LIACS, Leiden University, Niels Bohrweg 1, 2333 CA Leiden, Netherlands2QuSoft, Centrum Wiskunde & Informatica (CWI), Science Park...

Binary Control Pulse Optimization for Quantum Systems

Xinyu Fei1, Lucas T. Brady2, Jeffrey Larson3, Sven Leyffer3, and Siqian Shen11Department of Industrial and Operations Engineering, University of Michigan at Ann Arbor2Joint Center...

The Synthetic Hilbert Space of Laser-Driven Free-Electrons

Guy Braiman, Ori Reinhardt, Chen Mechel, Omer Levi, and Ido KaminerDepartment of Electrical and Computer Engineering and Solid State Institute, Technion - Israel Institute...

Probing quantum entanglement from magnetic-sublevels populations: beyond spin squeezing inequalities

Guillem Müller-Rigat1, Maciej Lewenstein1,2, and Irénée Frérot31ICFO - Institut de Ciencies Fotoniques, The Barcelona Institute of Science and Technology, 08860 Castelldefels (Barcelona), Spain2ICREA,...

Quantum Methods for Neural Networks and Application to Medical Image Classification

Jonas Landman1,2, Natansh Mathur1,3, Yun Yvonna Li4, Martin Strahm4, Skander Kazdaghli1, Anupam Prakash1, and Iordanis Kerenidis1,21QC Ware, Palo Alto, USA and Paris, France2IRIF, CNRS...

Improved DIQKD protocols with finite-size analysis

Ernest Y.-Z. Tan1, Pavel Sekatski2,3, Jean-Daniel Bancal4, René Schwonnek5, Renato Renner1, Nicolas Sangouard4, and Charles C.-W. Lim6,71Institute for Theoretical Physics, ETH Zürich, Switzerland2Department...

Quantum algorithm for persistent Betti numbers and topological data analysis

Ryu HayakawaYukawa Institute for Theoretical Physics, Kyoto University, Kitashirakawa Oiwakecho, Sakyoku, Kyoto 606-8502, JapanFind this paper interesting or want to discuss? Scite or...

Optimal nonequilibrium thermometry in Markovian environments

Pavel Sekatski and Martí Perarnau-LlobetDepartment of Applied Physics, University of Geneva, 1211 Geneva, SwitzerlandFind this paper interesting or want to discuss? Scite or leave...

Background Independence and Quantum Causal Structure

Lachlan Parker and Fabio CostaCentre for Engineered Quantum Systems, School of Mathematics and Physics, University of Queensland, QLD 4072 AustraliaFind this paper interesting...

On contraction coefficients, partial orders and approximation of capacities for quantum channels

Christoph Hirche1, Cambyse Rouzé2,3, and Daniel Stilck França2,31QMATH, Department of Mathematical Sciences, University of Copenhagen, Universitetsparken 5, 2100 Copenhagen, Denmark2Department of Mathematics, Technische Universität...

Graph neural network initialisation of quantum approximate optimisation

Nishant Jain1, Brian Coyle2, Elham Kashefi2,3, and Niraj Kumar21Indian Institute of Technology, Roorkee, India.2School of Informatics, University of Edinburgh, EH8 9AB Edinburgh, United Kingdom.3LIP6,...

FTX’s Collapse Reveals Deeper Questions About Bitcoin Adoption Versus Speculation

This is an opinion editorial by Brooks Lockett, a freelance writer and Bitcoiner who fell down the rabbit hole in 2018.I long for the...

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