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We present a decomposition technique that uses non-deterministic circuits to approximate an arbitrary single-qubit unitary to within distance and requires significantly fewer non-Clifford gates than existing techniques. We develop ``Repeat-Until-Success" (RUS) circuits and characterize unitaries that can be exactly represented as an RUS circuit. Our RUS circuits operate by conditioning on a given measurement outcome and using only a small number of non-Clifford gates and ancilla qubits. We construct an algorithm based on RUS circuits that approximates an arbitrary single-qubit Z-axis rotation to within distance, where the number of T gates scales as 1. 26₂ (1/) - 3. 53, an improvement of roughly three-fold over state-of-the-art techniques. We then extend our algorithm and show that a scaling of 2. 4₂ (1/) - 3. 28 can be achieved for arbitrary unitaries and a small range of, which is roughly twice as good as optimal deterministic decomposition methods.
Paetznick et al. (Sat,) studied this question.