SGD and Hogwild! Convergence Without the Bounded Gradients Assumption

Lam M. Nguyen, Phuong Ha Nguyen, Marten van Dijk, Peter Richtárik, Katya Scheinberg, Martin Takác

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@article{ff3ed04f2bef4fff8c4632f32da09aff,

title = "SGD and Hogwild! Convergence Without the Bounded Gradients Assumption",

author = "Nguyen, {Lam M.} and Nguyen, {Phuong Ha} and Dijk, {Marten van} and Peter Richt{\'a}rik and Katya Scheinberg and Martin Tak{\'a}c",

year = "2018",

language = "English (US)",

volume = "abs/1802.03801",

journal = "CoRR",

}