Optimizers like Adam reduce to steepest descent under particular norms, opening a design space of norm assignments tailored to layer roles.
DoG is SGD 's best friend: A parameter-free dynamic step size schedule
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Old Optimizer, New Norm: An Anthology
Optimizers like Adam reduce to steepest descent under particular norms, opening a design space of norm assignments tailored to layer roles.