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Assran, M., and M. G. Rabbat, "An empirical comparison of multi-agent optimization algorithms", 2017 IEEE Global Conference on Signal and Information Processing (GlobalSIP): IEEE, pp. 573–577, 2017.
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Assran, M., and M. G. Rabbat, "Asynchronous subgradient-push", arXiv preprint arXiv:1803.08950, 2018.