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S

Sebastian Schelter

Technical University of Berlin

26H-index
122Paper Count
2.5KCitation Count
Published Papers 7
Publication Date
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mlidea: Interactively Improving ML Data Preparation Code via Shadow Pipelines
errPROCEEDINGS OF THE VLDB ENDOWMENT
IF3.3
err2025-08-01
err0
PREAI
errGrafberger, Stefan; Groth, Paul; Schelter, Sebastian
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errSave
Automated Data Cleaning can Hurt Fairness in Machine Learning-Based Decision Making
errIEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
IF10.4
err2024-12-01
err0
PREAI
errGuha, Shubha; Khan, Falaah Arif; Stoyanovich, Julia; Schelter, Sebastian
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errSave
A Flexible Forecasting Stack
errPROCEEDINGS OF THE VLDB ENDOWMENT
IF3.3
err2024-11-08
err0
PREAI
errJanuschowski, Tim; Wang, Yuyang; Gasthaus, Jan; Rangapuram, Syama; Turkmen, Caner; Zscheigner, Jasper; Stella, Lorenzo; Bohlke-Schneider, Michael; Maddix, Danielle; Benidis, Konstantinos; Alexandrov, Alexander; Faloutsos, Christos; Schelter, Sebastian
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errSave
Hierarchical forecasting at scale☆
errINTERNATIONAL JOURNAL OF FORECASTING
IF7.1
err2024-10-01
err1
errOAAI
errSprangers, Olivier; Wadman, Wander; Schelter, Sebastian; de Rijke, Maarten
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errSave
Domain Generalization in Time Series Forecasting
errACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA
IF4.8
err2024-02-27
err4
errOAAI
errDeng, Songgaojun; Sprangers, Olivier; Li, Ming; Schelter, Sebastian; De Rijke, Maarten
errShare
errSave
Parameter-efficient deep probabilistic forecasting
errINTERNATIONAL JOURNAL OF FORECASTING
IF7.1
err2023-01-01
err7
errOAAI
errSprangers, Olivier; Schelter, Sebastian; de Rijke, Maarten
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errSave
Perspectives on the role and responsibility of the data-management research community in designing, developing, using, and overseeing automated decision systems
errCOMMUNICATIONS OF THE ACM
IF12.2
err2022-06-01
err8
PREAI
errStoyanovich, Julia; Abiteboul, Serge; Howe, Bill; Jagadish, H., V; Schelter, Sebastian
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errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
C
Christos Faloutsos
H-index: 132 · Papers: 966
M
Maarten de Rijke
H-index: 73 · Papers: 1.3K
P
Paul Groth
H-index: 51 · Papers: 449
J
Julia Stoyanovich
H-index: 27 · Papers: 192
J
Jan Gasthaus
H-index: 24 · Papers: 59
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