DORIAN in action: Assisted Design of Data Science Pipelines
Summary: Human-in-the-loop DS pipeline designer with wide task/operator coverage and user-defined evaluation. Given dataset and task, returns pipelines; enables modify/execute/evaluate; reuses past pipelines via similarity search; learns from feedback; no-code. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Sergey Redyuk (Technical University of Berlin)
- 2. Zoi Kaoudi (Technical University of Berlin)
- 3. Sebastian Schelter (University of Amsterdam)
- 4. Volker Markl (Technical University of Berlin)
BibTeX Citation
@article{redyuk_vldb22,
title = {{DORIAN in action: Assisted Design of Data Science Pipelines}},
author = {Redyuk, Sergey and Kaoudi, Zoi and Schelter, Sebastian and Markl, Volker},
journal = {PVLDB},
series = {{VLDB} '22},
volume = {15},
number = {12},
pages = {3714--3717},
doi = {10.14778/3554821.3554882},
url = {https://doi.org/10.14778/3554821.3554882},
year = {2022}
}Incoming Citations (Sorted by Pagerank)
Showing 2 of 2 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 8,949 | Modyn: Data-Centric Machine Learning Pipeline Orchestration | 2025 | SIGMOD | 5.3462965e-05 |
| 10,540 | CAPS: Cost-Aware ML Pipeline Selection | 2026 | VLDB | 5.093636e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 1 of 1 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 1,004 | Democratizing Data Science through Interactive Curation of ML Pipelines | 2019 | SIGMOD | 0.00012701932 |
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