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Theoretical Computer Science
npj Quantum Information • Vol 11 • No 1
Halving the cost of quantum algorithms with randomization
2025
Abstract Quantum signal processing (QSP) provides a systematic framework for implementing a polynomial transformation of a linear operator, and unifies nearly all known quantum algorithms. In parallel, recent works have developed randomized compiling , a tech…
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Theoretical Computer Science

Subfield of computer science and mathematics

Theoretical computer science ( TCS ) is a subset of general computer science and mathematics that focuses on mathematical aspects of computer science such as the theory of computation, formal language theory, the lambda calculus and type theory.

It is difficult to circumscribe the theoretical areas precisely.

Exploring foci of:
npj Quantum Information • Vol 11 • No 1
Halving the cost of quantum algorithms with randomization
2025
Abstract Quantum signal processing (QSP) provides a systematic framework for implementing a polynomial transformation of a linear operator, and unifies nearly all known quantum algorithms. In parallel, recent works have developed randomized compiling , a technique that promotes a unitary gate to a quantum channel and enables a quadratic suppression of error (i.e., ϵ → O ( ϵ 2 )) at little to no overhead. Here we integrate randomized compiling into QSP through Stochastic Quantum Signal Processing . Our algorithm im…
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