Random purification channel made simple
Filippo Girardi, Francesco Anna Mele, Ludovico Lami

TL;DR
This paper presents a simple construction of the random purification channel, demonstrating its ability to purify non-i.i.d. states and providing a concise proof of a strengthened Uhlmann's theorem for quantum divergences.
Contribution
The paper introduces a straightforward construction of the random purification channel, extending its applicability to non-i.i.d. states and simplifying proofs of key quantum information theorems.
Findings
The channel can purify permutationally symmetric states into convex combinations of symmetric purifications.
It provides a simple, transparent way to understand the properties of the random purification channel.
A one-line proof of a stronger version of Uhlmann's theorem for quantum divergences is established.
Abstract
The recently introduced random purification channel, which converts i.i.d. copies of any mixed quantum state into a uniform convex combination of i.i.d. copies of its purifications, has proved to be an extremely useful tool in quantum learning theory. Here we give a remarkably simple construction of this channel, making its known properties -- and several new ones -- immediately transparent. In particular, we show that the channel also purifies non-i.i.d. states: it transforms any permutationally symmetric state into a uniform convex combination of permutationally symmetric purifications, each differing only by a tensor-product unitary acting on the purifying system. We then apply the channel to give a one-line proof of (a stronger version of) the recently established Uhlmann's theorem for quantum divergences.
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsQuantum Computing Algorithms and Architecture · Quantum Mechanics and Applications · Quantum Information and Cryptography
