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stat.ML2022
Robust SVM Optimization in Banach spaces
Mohammed Sbihi, Nicolas Couellan
We address the issue of binary classification in Banach spaces in presence of uncertainty. We show that a number of results from classical support vector machines theory can be app…
math.FA2022
A bang-bang principle for the conditional expectation vector measure
Youcef Askoura, Mohammed Sbihi
We prove a conditional expectation bang-bang principle. Based on properties of the conditional expectation vector measure, we establish that the conditional expectation of a set-va…