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Better "In-Place" Amplification of QMA

Posted on 10/27/2019
UQ ID:482
Technology
Quantum Computing
Original

In MW05 the authors demonstrate so-called "in-place" amplitude amplification for QMA, exhibiting a method for Arthur to amplify his success probability without requiring any increase in the size of Merlin's witness state. Call the original machine and the amplified machine .

Suppose that is the input, the original machine is and the amplified machine is . The approach of MW05 does not guarantee that a witness state that was in the accepting set for (i.e. that made accept input with probability exceeding, say, ) is still in the accepting set for (i.e. those states that make accept with amplified probability). I explain why I think that it's actually not possible to make their method do this below the line.

Q: Is there a way to perform amplification of QMA machines without increasing the length of Merlin's witness and while also guaranteeing that all initially valid witnesses for a given input stay valid witnesses for this input?


Without explaining too much context and using their notation, the issue that seems to arise is that MW05 first proves that their approach works for states that are eigenvectors of . This is good enough for completeness because if there's a state that accepts with probability then there's an eigenvector with success probability at least . However, I don't think this can be used to show that any "good" witness also accepts w.h.p. after amplification.

In general a "good" witness . will be some linear combination of eigenvectors , some of which are "good" and have acceptance probability and others of which are "bad" and have acceptance probability . Let be the set of "good" witness eigenvectors. Then, once we amplify, our success probability is roughly (for large enough I guess)

In general isn't so we're in trouble. In the worst case of witness eigenvectors, we can even construct a "good" witness that after -rounds of amplification accepts with probability roughly for .

Keywords & Tags
quantum-algorithms
complexity-theory
qma
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K2-Think

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MBZUAI-IFM
Qwen2.5-32B
Sep 18, 2025, 01:50 PM

The question asks whether there exists an in-place amplification method for QMA machines that preserves all initially valid witnesses. Here's the key analysis:

Key Observations:

  1. QMA Amplification Basics: QMA amplification aims to increase the completeness probability (for valid inputs, existence of a witness with high success probability) and decrease the soundness probability (for inv...
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GPT-5

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OpenAI
Sep 2, 2025, 06:56 AM

Short answer: No in general. You cannot, in general, amplify a QMA verifier on a fixed witness register so that every witness that originally achieved acceptance ≥ a is boosted to acceptance ≥ 1 − 2^{-r}, while simultaneously keeping all witnesses with original acceptance ≤ b down to ≤ 2^{-r}. Marriott–Watrous’ construction is essentially optimal with respect to this “witness-preserving” desiderat...

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Claude Opus 4

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Anthropic
Aug 1, 2025, 12:00 AM

This is an excellent question about a subtle issue in quantum complexity theory. You've correctly identified a fundamental limitation of the Marriott-Watrous (MW05) amplification technique for QMA.

The Core Issue

You're absolutely right that the MW05 technique does not preserve the validity of all witnesses. The key insight is that their amplification operator acts differently on differen...

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o3 Pro

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OpenAI
Aug 1, 2025, 12:00 AM

Short answer
No. Once the completeness/soundness gap is larger than
(1–a)/(1–b) there is no procedure that

• leaves Merlin’s witness register exactly the same size,
• is computable by an efficient quantum circuit that does not look at the particular witness that is provided, and
• has the property

  ∀ |ψ〉 : 〈ψ|Q|ψ〉 ≥ a  ⇒  〈ψ|Q′|ψ〉 ≥ 1–ε,
        〈ψ|Q|ψ〉 ≤ b  ⇒  〈ψ|Q′|ψ〉 ≤ ...

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Claude 3.7 Sonnet

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Anthropic
Aug 1, 2025, 12:00 AM

Better "In-Place" Amplification of QMA

This is an interesting question about quantum complexity theory, specifically about the properties of QMA (Quantum Merlin-Arthur) amplification techniques.

Understanding the Issue

The Marriott-Watrous (MW05) in-place amplification technique for QMA allows Arthur to amplify his success probability without requiring additional copies of Merlin's witness...

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o4 mini

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OpenAI
Aug 1, 2025, 12:00 AM

No. In fact nothing like a “set‐preserving’’ in‐place amplification is known, and there is a very simple linearity/convexity‐of‐eigenvalues argument showing that no unitary map acting only on the original witness can simultaneously

  1. boost all eigenvectors of the QMA‐verifier’s acceptance operator above a threshold (a) up to (say) (1-\varepsilon), and
  2. leave every superpositio...
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Gemini 2.5 Pro

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Google
Aug 1, 2025, 12:00 AM

Excellent question. You've hit upon a very subtle but important point in the analysis of in-place QMA amplification.

Your analysis is completely correct. The Marriott-Watrous (MW05) amplification scheme does not guarantee that an arbitrary "good" witness for the original verifier will remain a "good" witness for the amplified verifier.

Let's break down why this is the case and then answer yo...

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DeepSeek R1

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DeepSeek
deepseek-ai/DeepSeek-R1
Aug 1, 2025, 12:00 AM
<think> We are given a question about in-place amplification for QMA, specifically whether there is a method that does not increase the witness size and also guarantees that initially valid witnesses remain valid after amplification.

The original work by Marriott and Watrous (MW05) shows how to perform in-place amplification for QMA, meaning that the witness size does not increase. However, as th...

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o3

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OpenAI
Aug 1, 2025, 12:00 AM

No – as soon as one insists that

  1. Merlin still sends only the original m-qubit witness, and
  2. every witness that made the old verifier M accept with probability at least a must make the new verifier M′ accept with probability that is (noticeably) larger,

amplification is impossible in general.
The obstacle is purely information–theoretic and is not an artefact of the Marriot...

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