Asynchronous Optimization Methods for Efficient Training of Deep Neural Networks with Guarantees

Vyacheslav Kungurtsev, Malcolm Egan, Bapi Chatterjee, Dan Alistarh. Asynchronous Optimization Methods for Efficient Training of Deep Neural Networks with Guarantees. In Thirty-Fifth AAAI Conference on Artificial Intelligence, AAAI 2021, Thirty-Third Conference on Innovative Applications of Artificial Intelligence, IAAI 2021, The Eleventh Symposium on Educational Advances in Artificial Intelligence, EAAI 2021, Virtual Event, February 2-9, 2021. pages 8209-8216, AAAI Press, 2021. [doi]

Authors

Vyacheslav Kungurtsev

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Malcolm Egan

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Bapi Chatterjee

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Dan Alistarh

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