Search Results - "Schelter, Sebastian"

Distilled documentation for dialect-specific SQL generation.

Authors: Döhmen, Till Krishnan, Adithya Ulmer, Hamilton et al.

Source: VLDB Journal International Journal on Very Large Data Bases; Sep2026, Vol. 35 Issue 5, p1-20, 20p

Assisted design of data science pipelines.

Authors: Redyuk, Sergey Kaoudi, Zoi Schelter, Sebastian et al.

Source: VLDB Journal International Journal on Very Large Data Bases; Jul2024, Vol. 33 Issue 4, p1129-1153, 25p

Domain Generalization in Time Series Forecasting.

Authors: Deng, Songgaojun Sprangers, Olivier Li, Ming et al.

Source: ACM Transactions on Knowledge Discovery from Data; Jun2024, Vol. 18 Issue 5, p1-24, 24p

Data distribution debugging in machine learning pipelines.

Authors: Grafberger, Stefan Groth, Paul Stoyanovich, Julia et al.

Source: VLDB Journal International Journal on Very Large Data Bases; Sep2022, Vol. 31 Issue 5, p1103-1126, 24p

Responsible Data Management.

Authors: STOYANOVICH, JULIA ABITEBOUL, SERGE HOWE, BILL et al.

Source: Communications of the ACM; Jun2022, Vol. 65 Issue 6, p64-74, 11p, 2 Color Photographs, 2 Diagrams, 1 Chart

Parameter-efficient deep probabilistic forecasting.

Authors: Sprangers, Olivier Schelter, Sebastian de Rijke, Maarten

Source: International Journal of Forecasting. Jan2023, Vol. 39 Issue 1, p332-345. 14p.

The Stratosphere platform for big data analytics.

Authors: Alexandrov, Alexander Bergmann, Rico Ewen, Stephan et al.

Source: VLDB Journal International Journal on Very Large Data Bases; Dec2014, Vol. 23 Issue 6, p939-964, 26p

Apache Mahout: Machine Learning on Distributed Dataflow Systems.

Authors: Anil, Robin Capan, Gokhan Drost-Fromm, Isabel et al.

Source: Journal of Machine Learning Research; 2020, Issue 119-145, p1-6, 6p

DataWig: Missing Value Imputation for Tables.

Authors: Bießmann, Felix Rukat, Tammo Schmidt, Phillipp et al.

Source: Journal of Machine Learning Research; 2019, Vol. 20 Issue 161-184, p1-6, 6p

Hierarchical forecasting at scale.

Authors: Sprangers, Olivier Wadman, Wander Schelter, Sebastian et al.

Source: International Journal of Forecasting. Oct2024, Vol. 40 Issue 4, p1689-1700. 12p.