@inproceedings{NIPS2016_db191505, author = {Lian, Xiangru and Zhang, Huan and Hsieh, Cho-Jui and Huang, Yijun and Liu, Ji}, booktitle = {Advances in Neural Information Processing Systems}, editor = {D. Lee and M. Sugiyama and U. Luxburg and I. Guyon and R. Garnett}, pages = {}, publisher = {Curran Associates, Inc.}, title = {A Comprehensive Linear Speedup Analysis for Asynchronous Stochastic Parallel Optimization from Zeroth-Order to First-Order}, url = {https://proceedings.neurips.cc/paper_files/paper/2016/file/db1915052d15f7815c8b88e879465a1e-Paper.pdf}, volume = {29}, year = {2016} }