On the hardness of cloning and connections to representation theory
- URL: http://arxiv.org/abs/2411.11805v1
- Date: Mon, 18 Nov 2024 18:19:08 GMT
- Title: On the hardness of cloning and connections to representation theory
- Authors: Vojtěch Havlíček, Chinmay Nirkhe,
- Abstract summary: We conjecture about cloning algorithms for maximally entangled states over hidden subspaces.
The conjecture and result follow from connections between quantum computation and representation theory.
- Score: 0.0
- License:
- Abstract: The states accepted by a quantum circuit are known as the witnesses for the quantum circuit's satisfiability. The assumption BQP does not equal QMA implies that no efficient algorithm exists for constructing a witness for a quantum circuit from the circuit's classical description. However, a similar complexity-theoretic lower bound on the computational hardness of cloning a witness is not known. In this note, we derive a conjecture about cloning algorithms for maximally entangled states over hidden subspaces which would imply that no efficient algorithm exists for cloning witnesses (assuming BQP does not contain NP). The conjecture and result follow from connections between quantum computation and representation theory; specifically, the relationship between quantum state complexity and the complexity of computing Kronecker coefficients.
Related papers
- Founding Quantum Cryptography on Quantum Advantage, or, Towards Cryptography from $\mathsf{\#P}$-Hardness [10.438299411521099]
Recent separations have raised the tantalizing possibility of building quantum cryptography from sources of hardness that persist even if hierarchy collapses.
We show that quantum cryptography can be based on the extremely mild assumption that $mathsfP#P notsubseteq mathsf(io)BQP/qpoly$.
arXiv Detail & Related papers (2024-09-23T17:45:33Z) - Quantum process tomography of continuous-variable gates using coherent
states [49.299443295581064]
We demonstrate the use of coherent-state quantum process tomography (csQPT) for a bosonic-mode superconducting circuit.
We show results for this method by characterizing a logical quantum gate constructed using displacement and SNAP operations on an encoded qubit.
arXiv Detail & Related papers (2023-03-02T18:08:08Z) - Simple Tests of Quantumness Also Certify Qubits [69.96668065491183]
A test of quantumness is a protocol that allows a classical verifier to certify (only) that a prover is not classical.
We show that tests of quantumness that follow a certain template, which captures recent proposals such as (Kalai et al., 2022) can in fact do much more.
Namely, the same protocols can be used for certifying a qubit, a building-block that stands at the heart of applications such as certifiable randomness and classical delegation of quantum computation.
arXiv Detail & Related papers (2023-03-02T14:18:17Z) - Quantum Clustering with k-Means: a Hybrid Approach [117.4705494502186]
We design, implement, and evaluate three hybrid quantum k-Means algorithms.
We exploit quantum phenomena to speed up the computation of distances.
We show that our hybrid quantum k-Means algorithms can be more efficient than the classical version.
arXiv Detail & Related papers (2022-12-13T16:04:16Z) - Entanglement and coherence in Bernstein-Vazirani algorithm [58.720142291102135]
Bernstein-Vazirani algorithm allows one to determine a bit string encoded into an oracle.
We analyze in detail the quantum resources in the Bernstein-Vazirani algorithm.
We show that in the absence of entanglement, the performance of the algorithm is directly related to the amount of quantum coherence in the initial state.
arXiv Detail & Related papers (2022-05-26T20:32:36Z) - Improved Quantum Algorithms for Fidelity Estimation [77.34726150561087]
We develop new and efficient quantum algorithms for fidelity estimation with provable performance guarantees.
Our algorithms use advanced quantum linear algebra techniques, such as the quantum singular value transformation.
We prove that fidelity estimation to any non-trivial constant additive accuracy is hard in general.
arXiv Detail & Related papers (2022-03-30T02:02:16Z) - Revisiting dequantization and quantum advantage in learning tasks [3.265773263570237]
We show that classical algorithms with sample and query (SQ) access can accomplish some learning tasks exponentially faster than quantum algorithms with quantum state inputs.
Our findings suggest that the absence of exponential quantum advantage in some learning tasks may be due to SQ access being too powerful relative to quantum state inputs.
arXiv Detail & Related papers (2021-12-01T20:05:56Z) - Depth-efficient proofs of quantumness [77.34726150561087]
A proof of quantumness is a type of challenge-response protocol in which a classical verifier can efficiently certify quantum advantage of an untrusted prover.
In this paper, we give two proof of quantumness constructions in which the prover need only perform constant-depth quantum circuits.
arXiv Detail & Related papers (2021-07-05T17:45:41Z) - Quantum Pseudorandomness and Classical Complexity [0.08158530638728499]
We show that cryptographic pseudorandom quantum states and pseudorandom unitary transformations exist.
We discuss implications of these results for cryptography, complexity theory, and quantum tomography.
arXiv Detail & Related papers (2021-03-16T20:54:12Z) - Efficient CNOT Synthesis for NISQ Devices [1.0152838128195467]
In the era of noisy intermediate-scale quantum (NISQ), executing quantum algorithms on actual quantum devices faces unique challenges.
We propose a CNOT synthesis method called the token reduction method to solve this problem.
Our algorithm consistently outperforms the best publicly accessible algorithm for all of the tested quantum architectures.
arXiv Detail & Related papers (2020-11-12T15:13:32Z) - Characterization of quantum states based on creation complexity [0.0]
The creation complexity of a quantum state is the minimum number of elementary gates required to create it from a basic initial state.
We show for an entirely general quantum state it is exponentially hard (requires a number of steps that scales exponentially with the number of qubits) to determine if the creation complexity is.
We then show it is possible for a large class of quantum states with creation complexity to have common coefficient features such that given any candidate quantum state we can design an efficient coefficient sampling procedure to determine if it belongs to the class or not with arbitrarily high success probability.
arXiv Detail & Related papers (2020-04-28T21:12:45Z)
This list is automatically generated from the titles and abstracts of the papers in this site.
This site does not guarantee the quality of this site (including all information) and is not responsible for any consequences.