Towards a Human-in-the-Loop Library for Tracking Hyperparameter Tuning in Deep Learning Development

Renan Souza, Liliane Neves, Leonardo Azeredo, Ricardo Luiz, Elaine Tady, Paulo R. Cavalin, Marta Mattoso. Towards a Human-in-the-Loop Library for Tracking Hyperparameter Tuning in Deep Learning Development. In Artur Ziviani, Carmem S. Hara, Eduardo S. Ogasawara, José Antônio Fernandes de Macêdo, Patrick Valduriez, editors, Proceedings of the Latin America Data Science Workshop co-located with 44th International Conference on Very Large Data Bases (VLDB 2018), Rio de Janeiro, Brazil, Aug 27, 2018. Volume 2170 of CEUR Workshop Proceedings, pages 84-87, CEUR-WS.org, 2018. [doi]

@inproceedings{SouzaNALTCM18,
  title = {Towards a Human-in-the-Loop Library for Tracking Hyperparameter Tuning in Deep Learning Development},
  author = {Renan Souza and Liliane Neves and Leonardo Azeredo and Ricardo Luiz and Elaine Tady and Paulo R. Cavalin and Marta Mattoso},
  year = {2018},
  url = {http://ceur-ws.org/Vol-2170/paper12.pdf},
  researchr = {https://researchr.org/publication/SouzaNALTCM18},
  cites = {0},
  citedby = {0},
  pages = {84-87},
  booktitle = {Proceedings of the Latin America Data Science Workshop co-located with 44th International Conference on Very Large Data Bases (VLDB 2018), Rio de Janeiro, Brazil, Aug 27, 2018},
  editor = {Artur Ziviani and Carmem S. Hara and Eduardo S. Ogasawara and José Antônio Fernandes de Macêdo and Patrick Valduriez},
  volume = {2170},
  series = {CEUR Workshop Proceedings},
  publisher = {CEUR-WS.org},
}