768 citations · 3.1k across the 44 of their papers we have counts for
4 papers · 1 filter
Reverse Quantum Annealing Approach to Portfolio Optimization Problems
Davide Venturelli, Alexei Kondratyev
We investigate a hybrid quantum-classical solution method to the mean-variance portfolio optimization problems. Starting from real financial data statistics and following the princ…
Power of Pausing: Advancing Understanding of Thermalization in Experimental Quantum Annealers
Jeffrey Marshall, Davide Venturelli, Itay Hen +1
We investigate alternative annealing schedules on the current generation of quantum annealing hardware (the D-Wave 2000Q), which includes the use of forward and reverse annealing w…
Experimental investigation of performance differences between Coherent Ising Machines and a quantum annealer
Ryan Hamerly, Takahiro Inagaki, Peter L. McMahon +20
Physical annealing systems provide heuristic approaches to solving NP-hard Ising optimization problems. Here, we study the performance of two types of annealing machines--a commerc…
Comparing and Integrating Constraint Programming and Temporal Planning for Quantum Circuit Compilation
Kyle E. C. Booth, Minh Do, J. Christopher Beck +3
Recently, the makespan-minimization problem of compiling a general class of quantum algorithms into near-term quantum processors has been introduced to the AI community. The resear…