3 citations · 4 across the 4 of their papers we have counts for
4 papers · 1 filter
Scalable embedding of parity constraints in quantum annealing hardware
Michele Cattelan, Jemma Bennett, Sheir Yarkoni +1
One of the main bottlenecks in solving combinatorial optimization problems with quantum annealers is the qubit connectivity in the hardware. A possible solution for larger connecti…
Parallel circuit implementation of variational quantum algorithms
Michele Cattelan, Sheir Yarkoni
We present a method to split quantum circuits of variational quantum algorithms (VQAs) to allow for parallel training and execution, that maximally exploits the limited number of q…
Modeling routing problems in QUBO with application to ride-hailing
Michele Cattelan, Sheir Yarkoni
Many emerging commercial services are based on the sharing or pooling of resources for common use with the aim of reducing costs. Businesses such as delivery-, mobility-, or transp…
Equivariant quantum circuits for learning on weighted graphs
Andrea Skolik, Michele Cattelan, Sheir Yarkoni +2
Variational quantum algorithms are the leading candidate for advantage on near-term quantum hardware. When training a parametrized quantum circuit in this setting to solve a specif…