6 citations · 21 across the 21 of their papers we have counts for
4 papers · 2 filters
Certifying Quantum Optimization and Circuit Cutting by Using Quantum-Classical Moment Duality
Ammar Daskin
We establish a direct quantum--classical duality based on the degree- Sum-of-Squares (SoS) semidefinite programming cone: the matrix of two-qubit Pauli- correlation functions…
Exploiting all ancilla outcomes in linear combinations of unitaries: low-rank recovery and quantum trapdoor functions
Ammar Daskin
The linear combination of unitaries (LCU) is a fundamental quantum algorithm primitive that embeds non-unitary operators via post-selection on an ancilla register. In standard LCU,…
Lowering LCU Circuit Width through Maximum-Weight Birkhoff-von Neumann Decomposition
Ammar Daskin
While classical Sinkhorn scaling applies to nonnegative matrices, we show that any complex square matrix whose element-wise absolute value has total support can be mapped to a phas…
Mitigating Frequency Learning Bias in Quantum Models via Multi-Stage Residual Learning
Ammar Daskin
Quantum machine learning models based on parameterized circuits can be viewed as Fourier series approximators. However, they often struggle to learn functions with multiple frequen…