Sanghamitra Dutta, Gauri Joshi, Soumyadip Ghosh, Parijat Dube, Priya Nagpurkar. Slow and Stale Gradients Can Win the Race: Error-Runtime Trade-offs in Distributed SGD. In Amos J. Storkey, Fernando Pérez-Cruz, editors, International Conference on Artificial Intelligence and Statistics, AISTATS 2018, 9-11 April 2018, Playa Blanca, Lanzarote, Canary Islands, Spain. Volume 84 of Proceedings of Machine Learning Research, pages 803-812, PMLR, 2018. [doi]
@inproceedings{DuttaJGDN18, title = {Slow and Stale Gradients Can Win the Race: Error-Runtime Trade-offs in Distributed SGD}, author = {Sanghamitra Dutta and Gauri Joshi and Soumyadip Ghosh and Parijat Dube and Priya Nagpurkar}, year = {2018}, url = {http://proceedings.mlr.press/v84/dutta18a.html}, researchr = {https://researchr.org/publication/DuttaJGDN18}, cites = {0}, citedby = {0}, pages = {803-812}, booktitle = {International Conference on Artificial Intelligence and Statistics, AISTATS 2018, 9-11 April 2018, Playa Blanca, Lanzarote, Canary Islands, Spain}, editor = {Amos J. Storkey and Fernando Pérez-Cruz}, volume = {84}, series = {Proceedings of Machine Learning Research}, publisher = {PMLR}, }