Stochastic and randomized convex minimization
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.. contents::
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Stochastic gradient descent
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.. autofunction:: PEPit.examples.stochastic_and_randomized_convex_minimization.wc_sgd


Stochastic gradient descent in overparametrized setting
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.. autofunction:: PEPit.examples.stochastic_and_randomized_convex_minimization.wc_sgd_overparametrized


SAGA
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.. autofunction:: PEPit.examples.stochastic_and_randomized_convex_minimization.wc_saga


Point SAGA
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.. autofunction:: PEPit.examples.stochastic_and_randomized_convex_minimization.wc_point_saga


Randomized coordinate descent for smooth strongly convex functions
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.. autofunction:: PEPit.examples.stochastic_and_randomized_convex_minimization.wc_randomized_coordinate_descent_smooth_strongly_convex


Randomized coordinate descent for smooth convex functions
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.. autofunction:: PEPit.examples.stochastic_and_randomized_convex_minimization.wc_randomized_coordinate_descent_smooth_convex