Generalization in quantum machine learning: A quantum information standpoint
Quantum classification and hypothesis testing (state and channel discrimination) are two
tightly related subjects, the main difference being that the former is data driven: how to …
tightly related subjects, the main difference being that the former is data driven: how to …
[HTML][HTML] On the Bures–Wasserstein distance between positive definite matrices
R Bhatia, T Jain, Y Lim - Expositiones Mathematicae, 2019 - Elsevier
The metric d (A, B)= tr A+ tr B− 2 tr (A 1∕ 2 BA 1∕ 2) 1∕ 2 1∕ 2 on the manifold of n× n
positive definite matrices arises in various optimisation problems, in quantum information …
positive definite matrices arises in various optimisation problems, in quantum information …
Quantum speed limits: from Heisenberg's uncertainty principle to optimal quantum control
S Deffner, S Campbell - Journal of Physics A: Mathematical and …, 2017 - iopscience.iop.org
One of the most widely known building blocks of modern physics is Heisenberg's
indeterminacy principle. Among the different statements of this fundamental property of the …
indeterminacy principle. Among the different statements of this fundamental property of the …
Entanglement of purification through holographic duality
K Umemoto, T Takayanagi - Nature Physics, 2018 - nature.com
The gauge/gravity correspondence discovered two decades ago has had a profound
influence on how the basic laws in physics should be formulated. In spite of the predictive …
influence on how the basic laws in physics should be formulated. In spite of the predictive …
Continuous variable quantum information: Gaussian states and beyond
The study of Gaussian states has arisen to a privileged position in continuous variable
quantum information in recent years. This is due to vehemently pursued experimental …
quantum information in recent years. This is due to vehemently pursued experimental …
[HTML][HTML] Quantum thermal machines and batteries
S Bhattacharjee, A Dutta - The European Physical Journal B, 2021 - Springer
The seminal work by Sadi Carnot in the early nineteenth century provided the blueprint of a
reversible heat engine and the celebrated second law of thermodynamics eventually …
reversible heat engine and the celebrated second law of thermodynamics eventually …
Converting coherence to quantum correlations
Recent results in quantum information theory characterize quantum coherence in the context
of resource theories. Here, we study the relation between quantum coherence and quantum …
of resource theories. Here, we study the relation between quantum coherence and quantum …
Geometric perspective on quantum parameter estimation
Quantum metrology holds the promise of an early practical application of quantum
technologies, in which measurements of physical quantities can be made with much greater …
technologies, in which measurements of physical quantities can be made with much greater …
Principles of quantum communication theory: A modern approach
This is a preliminary version of a book in progress on the theory of quantum communication.
We adopt an information-theoretic perspective throughout and give a comprehensive …
We adopt an information-theoretic perspective throughout and give a comprehensive …
Quantum stochastic processes and quantum non-Markovian phenomena
The field of classical stochastic processes forms a major branch of mathematics. Stochastic
processes are, of course, also very well studied in biology, chemistry, ecology, geology …
processes are, of course, also very well studied in biology, chemistry, ecology, geology …