3 papers
math.OC2025
Convergence rate for linear minimizer-estimators in the moment-sum-of-squares hierarchy
Corbinian Schlosser
Effective Positivstellensätze provide convergence rates for the moment-sum-of-squares (SoS) hierarchy for polynomial optimization (POP). In this paper, we add a qualitative propert…
math.OC2024
Specialized effective Positivstellensätze for improved convergence rates of the moment-SOS hierarchy
Corbinian Schlosser, Matteo Tacchi
Recently a moment-sum-of-squares hierarchy for exit location estimation of stochastic processes has been presented. When restricting to the special case of the unit ball, we show t…
math.OC2024
Convergence rates for the moment-SoS hierarchy
Corbinian Schlosser, Matteo Tacchi, Alexey Lazarev
We introduce a comprehensive framework for analyzing convergence rates for infinite dimensional linear programming problems (LPs) within the context of the moment-sum-of-squares hi…