Time Travel and Provenance for Machine Learning Pipelines

Alexandru A. Ormenisan, Moritz Meister, Fabio Buso, Robin Andersson, Seif Haridi, Jim Dowling. Time Travel and Provenance for Machine Learning Pipelines. In Nisha Talagala, Joel Young, editors, 2020 USENIX Conference on Operational Machine Learning, OpML 2020, July 28 - August 7, 2020. USENIX Association, 2020. [doi]

@inproceedings{OrmenisanMBAHD20,
  title = {Time Travel and Provenance for Machine Learning Pipelines},
  author = {Alexandru A. Ormenisan and Moritz Meister and Fabio Buso and Robin Andersson and Seif Haridi and Jim Dowling},
  year = {2020},
  url = {https://www.usenix.org/conference/opml20/presentation/ormenisan},
  researchr = {https://researchr.org/publication/OrmenisanMBAHD20},
  cites = {0},
  citedby = {0},
  booktitle = {2020 USENIX Conference on Operational Machine Learning, OpML 2020, July 28 - August 7, 2020},
  editor = {Nisha Talagala and Joel Young},
  publisher = {USENIX Association},
}