Felix Neutatz

According to our database, Felix Neutatz authored at least 11 papers between 2015 and 2025.

Collaborative distances:

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

2025

How Green is AutoML for Tabular Data?

Felix Neutatz, Marius Lindauer, Ziawasch Abedjan

Proceedings of the Proceedings 28th International Conference on Extending Database Technology, 2025

2024

AutoML in heavily constrained applications.

Felix Neutatz, Marius Lindauer, Ziawasch Abedjan

VLDB J., July, 2024

2022

Data Cleaning and AutoML: Would an Optimizer Choose to Clean?

Felix Neutatz, Binger Chen, Yazan Alkhatib, Jingwen Ye, Ziawasch Abedjan

Datenbank-Spektrum, 2022

2021

Automated Feature Engineering for Algorithmic Fairness.

Ricardo Salazar, Felix Neutatz, Ziawasch Abedjan

Proc. VLDB Endow., 2021

From Cleaning before ML to Cleaning for ML.

Felix Neutatz, Binger Chen, Ziawasch Abedjan, Eugene Wu

IEEE Data Eng. Bull., 2021

Enforcing Constraints for Machine Learning Systems via Declarative Feature Selection: An Experimental Study.

Felix Neutatz, Felix Biessmann, Ziawasch Abedjan

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

2020

Data Science für alle: Grundlagen der Datenprogrammierung.

Ziawasch Abedjan, Hagen Anuth, Mahdi Esmailoghli, Mohammad Mahdavi, Felix Neutatz, Binger Chen

Inform. Spektrum, 2020

2019

ED2: Two-stage Active Learning for Error Detection - Technical Report.

Felix Neutatz, Mohammad Mahdavi, Ziawasch Abedjan

CoRR, 2019

Towards Automated Data Cleaning Workflows.

Mohammad Mahdavi, Felix Neutatz, Larysa Visengeriyeva, Ziawasch Abedjan

Proceedings of the Conference on "Lernen, Wissen, Daten, Analysen", Berlin, Germany, September 30, 2019

ED2: A Case for Active Learning in Error Detection.

Felix Neutatz, Mohammad Mahdavi, Ziawasch Abedjan

Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

2015

HALEF: An Open-Source Standard-Compliant Telephony-Based Modular Spoken Dialog System: A Review and An Outlook.

David Suendermann-Oeft, Vikram Ramanarayanan, Moritz Teckenbrock, Felix Neutatz, Dennis Schmidt

Proceedings of the Natural Language Dialog Systems and Intelligent Assistants, 2015