Sergey Redyuk

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 12

Top Topics

Machine Learning

Nonverbal Communication

Top Venues

Datenbank-Spektrum

Proc. VLDB Endow.

BTW (Workshops)

Publications

Rahul Sharma, Sergey Redyuk, Sumantrak Mukherjee, Andrea Sipka, Sebastian Vollmer, David Selby
X Hacking: The Threat of Misguided AutoML. CoRR (2024)
Sergey Redyuk, Zoi Kaoudi, Sebastian Schelter, Volker Markl
Assisted design of data science pipelines. VLDB J. 33 (4) (2024)
Yordan Grigorov, Haralampos Gavriilidis, Sergey Redyuk, Kaustubh Beedkar, Volker Markl
P2D: A Transpiler Framework for Optimizing Data Science Pipelines. DEEM@SIGMOD (2023)
Sergey Redyuk, Zoi Kaoudi, Sebastian Schelter, Volker Markl
DORIAN in action: Assisted Design of Data Science Pipelines. Proc. VLDB Endow. 15 (12) (2022)
Sergey Redyuk, Zoi Kaoudi, Volker Markl, Sebastian Schelter
Automating Data Quality Validation for Dynamic Data Ingestion. EDBT (2021)
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
ExDRa: Exploratory Data Science on Federated Raw Data. SIGMOD Conference (2021)
Sergey Redyuk, Volker Markl, Sebastian Schelter
Towards Unsupervised Data Quality Validation on Dynamic Data. EDBT/ICDT Workshops (2020)
Mahdi Esmailoghli, Sergey Redyuk, Ricardo Martinez, Ziawasch Abedjan, Tilmann Rabl, Volker Markl
Explanation of Air Pollution Using External Data Sources. BTW (Workshops) (2019)
Sergey Redyuk, Sebastian Schelter, Tammo Rukat, Volker Markl, Felix Bießmann
Learning to Validate the Predictions of Black Box Machine Learning Models on Unseen Data. HILDA@SIGMOD (2019)
Sergey Redyuk
Automated Documentation of End-to-End Experiments in Data Science. ICDE (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
Particulate Matter Matters - The Data Science Challenge @ BTW 2019. Datenbank-Spektrum 19 (3) (2019)
Jiong Sun, Sergey Redyuk, Erik Billing, Dan Högberg, Paul Hemeren
Tactile Interaction and Social Touch: Classifying Human Touch Using a Soft Tactile Sensor. HAI (2017)