Author

Ilya Safro

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Preprint Oct 2026

Parametrized Exact Hardware-Software Partitioning

When optimizing computing architecture for specific computationally intensive tasks, such as evaluating or training a neural network, it is important to identify what computational subtasks will offer the greatest decrease in cost (e.g., wall clock time or energy usage). This problem is known as Hardware-Software (HS)...

Cameron Ibrahim, S. M. Ferdous, Erdal Mutlu et al. · 0 citations

Preprint Sep 2026

The Expressive Power of Constrained QAOA: What You Might Have MISsed

Feasibility-preserving mixer Hamiltonians offer an attractive alternative to penalty encodings for constrained quantum optimization, yet how enforcing constraints alters the state space reachable by the Quantum Approximate Optimization Algorithm (QAOA) remains largely unexplored. We address this question within the con...

Boris Tsvelikhovskiy, Bao Gia Bach, Ilya Safro · 1 citation

Preprint Aug 2026

Warm-Starting MaxCut Relaxation via Low-Depth Quantum Approximate Optimization Algorithm

This work introduces a warm-start method based on local correlators obtained from the Quantum Approximate Optimization Algorithm (QAOA), and uses this information to initialize the Burer-Monteiro (BM) rank-two relaxation.

Bao Gia Bach, Ilya Safro, Filip B. Maciejewski · 0 citations