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DEEM 2019: Workshop on Data Management for End-to-End Machine Learning

Summary: DEEM 2019 workshop at the ML-DB systems nexus for end-to-end ML pipelines. Focus on arising data management issues across ML workflows; cross-disciplinary discussion between data management, systems, and applied ML researchers. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
5759
Venue
SIGMOD
Year
2019
Pagerank
-
Overall Rank
13,300 | 7.48%
DOI
10.1145/3299869.3323598

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Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

Rank Cited Paper Year Venue Pagerank
1,420 Data Management Challenges in Production Machine Learning 2017 SIGMOD 0.00012057956
1,482 Automating Large-Scale Data Quality Verification 2018 VLDB 0.00011725533
2,152 MISTIQUE: A System to Store and Query Model Intermediates for Model Diagnosis 2018 SIGMOD 9.4239787e-05
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