A quantum Bayes' rule and related inference

H Liu - Quantum Information Processing, 2024 - Springer
A quantum analogue of Bayesian inference is considered here. Quantum state-update rule
associated with instrument is elected as a quantum Bayes' rule. A sufficient condition on the …

Priors in quantum Bayesian inference

CA Fuchs, R Schack - arXiv preprint arXiv:0906.1714, 2009 - arxiv.org
In quantum Bayesian inference problems, any conclusions drawn from a finite number of
measurements depend not only on the outcomes of the measurements but also on a prior …

Conciliation of Bayes and pointwise quantum state estimation

RD Gill - … Stochastics and Information: Statistics, Filtering and …, 2008 - World Scientific
We derive an asymptotic lower bound on the Bayes risk when N identical quantum systems
whose state depends on a vector of unknown parameters are jointly measured in an …

[图书][B] Quantum inference and the optimal determination of quantum states

K Jones, KRJ Phd - 2012 - books.google.com
Research in the Quantum Information Sciences has exploded since the 1980s, with
fascinating results across new fields such as Quantum Cryptography, Quantum Computing …

Quantum Bayesianism as the basis of general theory of decision-making

A Khrennikov - … Transactions of the Royal Society A …, 2016 - royalsocietypublishing.org
We discuss the subjective probability interpretation of the quantum-like approach to decision
making and more generally to cognition. Our aim is to adopt the subjective probability …

Bayesian updating and information gain in quantum measurements

L Henderson - … of Quantum Information and Entanglement (eds A …, 2010 - books.google.com
In many situations, learning from the results of measurements can be regarded as updating
one's probability distributions over certain variables. According to Bayesians, this updating …

Comparison of quantum and bayesian inference models

JR Busemeyer, J Trueblood - … , QI 2009, Saarbrücken, Germany, March 25 …, 2009 - Springer
The mathematical principles of quantum theory provide a general foundation for assigning
probabilities to events. This paper examines the application of these principles to the …

The quantum generalization of optimal statistical estimation and hypothesis testing

RL Stratonovich - … : An International Journal of Probability and …, 1973 - Taylor & Francis
A review of the fundamental ideas and methods of the optimal reception and processing of
quantum signals is given. Estimation via an operator based on the usual and generalized …

Insights and implications from a Bayesian approach to quantum information

CA Fuchs, M Perez-Suarez… - International Journal of …, 2005 - World Scientific
Providing quantum theory, and thus quantum information, with some meaning, can only be
the result of adopting a well-defined approach to the notion of probability. From a …

Quantum probability updating from zero priors (by-passing Cromwell's rule)

I Basieva, E Pothos, J Trueblood, A Khrennikov… - Journal of mathematical …, 2017 - Elsevier
Cromwell's rule (also known as the zero priors paradox) refers to the constraint of classical
probability theory that if one assigns a prior probability of 0 or 1 to a hypothesis, then the …