Quantum de Finetti Theorems as Categorical Limits, and Limits of State Spaces of C*-algebras

07/12/2022
by   Sam Staton, et al.
0

De Finetti theorems tell us that if we expect the likelihood of outcomes to be independent of their order, then these sequences of outcomes could be equivalently generated by drawing an experiment at random from a distribution, and repeating it over and over. In particular, the quantum de Finetti theorem says that exchangeable sequences of quantum states are always represented by distributions over a single state produced over and over. The main result of this paper is that this quantum de Finetti construction has a universal property as a categorical limit. This allows us to pass canonically between categorical treatments of finite dimensional quantum theory and the infinite dimensional. The treatment here is through understanding properties of (co)limits with respect to the contravariant functor which takes a C*-algebra describing a physical system to its convex, compact space of states, and through discussion of the Radon probability monad. We also show that the same categorical analysis also justifies a continuous de Finetti theorem for classical probability.

READ FULL TEXT

page 1

page 2

page 3

page 4

research
10/27/2019

Effectuses in Categorical Quantum Foundations

This thesis develops the theory of effectuses as a categorical axiomatic...
research
03/28/2018

Quantum Coupling and Strassen Theorem

We introduce a quantum generalisation of the notion of coupling in proba...
research
07/09/2020

Reformulation of the No-Free-Lunch Theorem for Entangled Data Sets

The No-Free-Lunch (NFL) theorem is a celebrated result in learning theor...
research
09/19/2023

On the categorical foundations of quantum information theory: Categories and the Cramer-Rao inequality

An extension of Cencov's categorical description of classical inference ...
research
11/01/2017

Pseudorandom States, Non-Cloning Theorems and Quantum Money

We propose the concept of pseudorandom states and study their constructi...
research
03/07/2020

Quasi-random words and limits of word sequences

Words are sequences of letters over a finite alphabet. We study two inti...
research
01/16/2013

Marginalization in Composed Probabilistic Models

Composition of low-dimensional distributions, whose foundations were lai...

Please sign up or login with your details

Forgot password? Click here to reset