366 citations · 2k across the 43 of their papers we have counts for
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quant-ph2023
Optimizing Variational Circuits for Higher-Order Binary Optimization
Zoé Verchère, Sourour Elloumi, Andrea Simonetto
Variational quantum algorithms have been advocated as promising candidates to solve combinatorial optimization problems on near-term quantum computers. Their methodology involves t…
eess.SY2023★ 4 cited
Incentives and co-evolution: Steering linear dynamical systems with noncooperative agents
Filippo Fabiani, Andrea Simonetto
Modern socio-technical systems typically consist of many interconnected users and competing service providers, where notions like market equilibrium are tightly connected to the ``…
math.OC2023
Nonlinear Optimization Filters for Stochastic Time-Varying Convex Optimization
Andrea Simonetto, Paolo Massioni
We look at a stochastic time-varying optimization problem and we formulate online algorithms to find and track its optimizers in expectation. The algorithms are derived from the in…