11 citations · 42 across the 14 of their papers we have counts for
4 papers · 1 filter
Generating Target Graph Couplings for QAOA from Native Quantum Hardware Couplings
Joel Rajakumar, Jai Moondra, Bryan Gard +2
We present methods for constructing any target coupling graph using limited global controls in an Ising-like quantum spin system. Our approach is motivated by implementing the quan…
Bridging Classical and Quantum with SDP initialized warm-starts for QAOA
Reuben Tate, Majid Farhadi, Creston Herold +2
We study the Quantum Approximate Optimization Algorithm (QAOA) in the context of the Max-Cut problem. Near-term (noisy) quantum devices are only able to (accurately) execute QAOA a…
Group-Fair Online Allocation in Continuous Time
Semih Cayci, Swati Gupta, Atilla Eryilmaz
The theory of discrete-time online learning has been successfully applied in many problems that involve sequential decision-making under uncertainty. However, in many applications…
A Unifying Perspective on Descent Directions for Constrained Minimization and Switching Criteria
Hassan Mortagy, Swati Gupta, Sebastian Pokutta
Descent directions are fundamental to first-order methods for constrained convex optimization. In this work, we provide a unified perspective of these directions as they arise with…