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math.OC2012★ 1 cited
Minimum volume semialgebraic sets for robust estimation
Fabrizio Dabbene, Didier Henrion
Motivated by problems of uncertainty propagation and robust estimation we are interested in computing a polynomial sublevel set of fixed degree and minimum volume that contains a g…
eess.SY2012★ 2 cited
Probabilistic Optimal Estimation and Filtering under Uncertainty
Fabrizio Dabbene, Mario Sznaier, Roberto Tempo
The classical approach to system identification is based on stochastic assumptions about the measurement error, and provides estimates that have random nature. Worst-case identific…