Towards a formulation of quantum theory as a causally neutral theory of Bayesian inference
@article{Leifer2013TowardsAF, title={Towards a formulation of quantum theory as a causally neutral theory of Bayesian inference}, author={Matthew Leifer and Robert W. Spekkens}, journal={Physical Review A}, year={2013}, volume={88}, pages={052130} }
Quantum theory can be viewed as a generalization of classical probability theory, but the analogy as it has been developed so far is not complete. Whereas the manner in which inferences are made in classical probability theory is independent of the causal relation that holds between the conditioned variable and the conditioning variable, in the conventional quantum formalism, there is a significant difference between how one treats experiments involving two systems at a single time and those…
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References
SHOWING 1-10 OF 106 REFERENCES
Quantum probabilities as Bayesian probabilities
- Philosophy
- 2002
In the Bayesian approach to probability theory, probability quantifies a degree of belief for a single trial, without any a priori connection to limiting frequencies. In this paper, we show that,…
Einstein, Incompleteness, and the Epistemic View of Quantum States
- Philosophy
- 2007
It is shown that for models wherein the quantum state has the status of something real, the failure of locality can be established through an argument considerably more straightforward than Bell’s theorem.
Evidence for the epistemic view of quantum states: A toy theory
- Physics
- 2007
We present a toy theory that is based on a simple principle: the number of questions about the physical state of a system that are answered must always be equal to the number that are unanswered in a…
Quantum dynamics as an analog of conditional probability (12 pages)
- Mathematics
- 2006
Quantum theory can be regarded as a noncommutative generalization of classical probability. From this point of view, one expects quantum dynamics to be analogous to classical conditional…
Quantum correlations with no causal order
- PhilosophyNature communications
- 2012
It is shown that in a classical limit causal order always arises, which suggests that space-time may emerge from a more fundamental structure in a quantum-to-classical transition.
Picturing classical and quantum Bayesian inference
- Computer Science, MathematicsSynthese
- 2011
We introduce a graphical framework for Bayesian inference that is sufficiently general to accommodate not just the standard case but also recent proposals for a theory of quantum Bayesian inference…
Reconstruction of Gaussian quantum mechanics from Liouville mechanics with an epistemic restriction
- Physics
- 2012
How would the world appear to us if its ontology was that of classical mechanics but every agent faced a restriction on how much they could come to know about the classical state? We show that in…
Towards quantum gravity: a framework for probabilistic theories with non-fixed causal structure
- Philosophy
- 2007
General relativity is a deterministic theory with non-fixed causal structure. Quantum theory is a probabilistic theory with fixed causal structure. In this paper, we build a framework for…