Accelerating Human-in-the-loop Machine Learning: Challenges and Opportunities

Accelerating Human-in-the-loop Machine Learning: Challenges and Opportunities. Xin, D., Ma, L., Liu, J., Macke, S., Song, S., & Parameswaran, A. G. In Schelter, S., Seufert, S., & Kumar, A., editors, Proceedings of the Second Workshop on Data Management for End-To-End Machine Learning, DEEM@SIGMOD 2018, Houston, TX, USA, June 15, 2018, pages 9:1–9:4, 2018. ACM.

Paper doi bibtex

@inproceedings{DBLP:conf/sigmod/XinMLMSP18,
  author       = {Doris Xin and
                  Litian Ma and
                  Jialin Liu and
                  Stephen Macke and
                  Shuchen Song and
                  Aditya G. Parameswaran},
  editor       = {Sebastian Schelter and
                  Stephan Seufert and
                  Arun Kumar},
  title        = {Accelerating Human-in-the-loop Machine Learning: Challenges and Opportunities},
  booktitle    = {Proceedings of the Second Workshop on Data Management for End-To-End
                  Machine Learning, DEEM@SIGMOD 2018, Houston, TX, USA, June 15, 2018},
  pages        = {9:1--9:4},
  publisher    = {{ACM}},
  year         = {2018},
  url          = {https://doi.org/10.1145/3209889.3209897},
  doi          = {10.1145/3209889.3209897},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sigmod/XinMLMSP18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

Downloads: 0

{"_id":"vNBavjf2LyC4LNNRS","bibbaseid":"xin-ma-liu-macke-song-parameswaran-acceleratinghumanintheloopmachinelearningchallengesandopportunities-2018","authorIDs":["q9FXnXiKDNeL9Sdqb"],"author_short":["Xin, D.","Ma, L.","Liu, J.","Macke, S.","Song, S.","Parameswaran, A. G."],"bibdata":{"bibtype":"inproceedings","type":"inproceedings","author":[{"firstnames":["Doris"],"propositions":[],"lastnames":["Xin"],"suffixes":[]},{"firstnames":["Litian"],"propositions":[],"lastnames":["Ma"],"suffixes":[]},{"firstnames":["Jialin"],"propositions":[],"lastnames":["Liu"],"suffixes":[]},{"firstnames":["Stephen"],"propositions":[],"lastnames":["Macke"],"suffixes":[]},{"firstnames":["Shuchen"],"propositions":[],"lastnames":["Song"],"suffixes":[]},{"firstnames":["Aditya","G."],"propositions":[],"lastnames":["Parameswaran"],"suffixes":[]}],"editor":[{"firstnames":["Sebastian"],"propositions":[],"lastnames":["Schelter"],"suffixes":[]},{"firstnames":["Stephan"],"propositions":[],"lastnames":["Seufert"],"suffixes":[]},{"firstnames":["Arun"],"propositions":[],"lastnames":["Kumar"],"suffixes":[]}],"title":"Accelerating Human-in-the-loop Machine Learning: Challenges and Opportunities","booktitle":"Proceedings of the Second Workshop on Data Management for End-To-End Machine Learning, DEEM@SIGMOD 2018, Houston, TX, USA, June 15, 2018","pages":"9:1–9:4","publisher":"ACM","year":"2018","url":"https://doi.org/10.1145/3209889.3209897","doi":"10.1145/3209889.3209897","timestamp":"Sun, 02 Oct 2022 01:00:00 +0200","biburl":"https://dblp.org/rec/conf/sigmod/XinMLMSP18.bib","bibsource":"dblp computer science bibliography, https://dblp.org","bibtex":"@inproceedings{DBLP:conf/sigmod/XinMLMSP18,\n author = {Doris Xin and\n Litian Ma and\n Jialin Liu and\n Stephen Macke and\n Shuchen Song and\n Aditya G. Parameswaran},\n editor = {Sebastian Schelter and\n Stephan Seufert and\n Arun Kumar},\n title = {Accelerating Human-in-the-loop Machine Learning: Challenges and Opportunities},\n booktitle = {Proceedings of the Second Workshop on Data Management for End-To-End\n Machine Learning, DEEM@SIGMOD 2018, Houston, TX, USA, June 15, 2018},\n pages = {9:1--9:4},\n publisher = {{ACM}},\n year = {2018},\n url = {https://doi.org/10.1145/3209889.3209897},\n doi = {10.1145/3209889.3209897},\n timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},\n biburl = {https://dblp.org/rec/conf/sigmod/XinMLMSP18.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n","author_short":["Xin, D.","Ma, L.","Liu, J.","Macke, S.","Song, S.","Parameswaran, A. G."],"editor_short":["Schelter, S.","Seufert, S.","Kumar, A."],"key":"DBLP:conf/sigmod/XinMLMSP18","id":"DBLP:conf/sigmod/XinMLMSP18","bibbaseid":"xin-ma-liu-macke-song-parameswaran-acceleratinghumanintheloopmachinelearningchallengesandopportunities-2018","role":"author","urls":{"Paper":"https://doi.org/10.1145/3209889.3209897"},"metadata":{"authorlinks":{"xin, d":"https://bibbase.org/show?bib=https://dblp.org/pid/135/0135.bib"}},"downloads":0},"bibtype":"inproceedings","biburl":"https://dblp.org/pid/135/0135.bib","creationDate":"2020-10-21T17:26:41.219Z","downloads":0,"keywords":[],"search_terms":["accelerating","human","loop","machine","learning","challenges","opportunities","xin","ma","liu","macke","song","parameswaran"],"title":"Accelerating Human-in-the-loop Machine Learning: Challenges and Opportunities","year":2018,"dataSources":["fTuicW87N9HwLk8iq","zjtj6xZj5ckN4MDjB"]}