@article{howdevelopersiterateonmachinelearning, title = {How Developers Iterate on Machine Learning Workflows -- A Survey of the Applied Machine Learning Literature}, author = {Doris Xin and Litian Ma and Shuchen Song and Aditya Parameswaran}, year = {2018}, eprint = {1803.10311}, archivePrefix = {arXiv}, url = {http://arxiv.org/abs/1803.10311v2}, }