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I am working on continuous vector optimization, and hence continuous multiobjective optimization is a particular case. I am interested in finding applications in machine learning for this problems. Is there any algorithm/application on which you could use Pareto/weak Pareto optimal points as the optimal parameters? I was wondering whether there exists something like a multiobjective version of logistic regression or least squares. Any pointer to the literature will also be very helpful.

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