Sergey Redyuk

According to our database, Sergey Redyuk authored at least 12 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Assisted design of data science pipelines.

Sergey Redyuk, Zoi Kaoudi, Sebastian Schelter, Volker Markl

VLDB J., July, 2024

X Hacking: The Threat of Misguided AutoML.

Rahul Sharma, Sergey Redyuk, Sumantrak Mukherjee, Andrea Sipka, Sebastian Vollmer, David Selby

CoRR, 2024

2023

P2D: A Transpiler Framework for Optimizing Data Science Pipelines.

Yordan Grigorov, Haralampos Gavriilidis, Sergey Redyuk, Kaustubh Beedkar, Volker Markl

Proceedings of the Seventh Workshop on Data Management for End-to-End Machine Learning, 2023

2022

DORIAN in action: Assisted Design of Data Science Pipelines.

Sergey Redyuk, Zoi Kaoudi, Sebastian Schelter, Volker Markl

Proc. VLDB Endow., 2022

2021

ExDRa: Exploratory Data Science on Federated Raw Data.

Sebastian Baunsgaard, Matthias Boehm, Ankit Chaudhary, Behrouz Derakhshan, Stefan Geißelsöder, Philipp M. Grulich, Michael Hildebrand, Kevin Innerebner, Volker Markl, Claus Neubauer, Sarah Osterburg, Olga Ovcharenko, Sergey Redyuk, Tobias Rieger, Alireza Rezaei Mahdiraji, Sebastian Benjamin Wrede, Steffen Zeuch

Proceedings of the SIGMOD '21: International Conference on Management of Data, 2021

Automating Data Quality Validation for Dynamic Data Ingestion.

Sergey Redyuk, Zoi Kaoudi, Volker Markl, Sebastian Schelter

Proceedings of the 24th International Conference on Extending Database Technology, 2021

2020

Towards Unsupervised Data Quality Validation on Dynamic Data.

Sergey Redyuk, Volker Markl, Sebastian Schelter

Proceedings of the Workshops of the EDBT/ICDT 2020 Joint Conference, 2020

2019

Particulate Matter Matters - The Data Science Challenge @ BTW 2019.

Holger J. Meyer, Hannes Grunert, Tim Waizenegger, Lucas Woltmann, Claudio Hartmann, Wolfgang Lehner, Mahdi Esmailoghli, Sergey Redyuk, Ricardo Martinez, Ziawasch Abedjan, Ariane Ziehn, Tilmann Rabl, Volker Markl, Christian Schmitz, Dhiren Devinder Serai, Tatiane Escobar Gava

Datenbank-Spektrum, 2019

Learning to Validate the Predictions of Black Box Machine Learning Models on Unseen Data.

Sergey Redyuk, Sebastian Schelter, Tammo Rukat, Volker Markl, Felix Bießmann

Proceedings of the Workshop on Human-In-the-Loop Data Analytics, 2019

Automated Documentation of End-to-End Experiments in Data Science.

Sergey Redyuk

Proceedings of the 35th IEEE International Conference on Data Engineering, 2019

Explanation of Air Pollution Using External Data Sources.

Mahdi Esmailoghli, Sergey Redyuk, Ricardo Martinez, Ziawasch Abedjan, Tilmann Rabl, Volker Markl

Proceedings of the Datenbanksysteme für Business, 2019

2017

Tactile Interaction and Social Touch: Classifying Human Touch Using a Soft Tactile Sensor.

Jiong Sun, Sergey Redyuk, Erik Billing, Dan Högberg, Paul Hemeren

Proceedings of the 5th International Conference on Human Agent Interaction, 2017