Felix Neutatz

12 papers A 1B 1Journal 7Unranked 3
YearRankTypeTitle / Venue / Authors
2025 B conf
How Green is AutoML for Tabular Data?
EDBT
Felix Neutatz, Marius Lindauer, Ziawasch Abedjan
2024 J jnl
AutoML in heavily constrained applications.
VLDB J.
Felix Neutatz, Marius Lindauer, Ziawasch Abedjan
2023 J jnl
AutoML in Heavily Constrained Applications.
CoRR
Felix Neutatz, Marius Lindauer, Ziawasch Abedjan
2022 J jnl
Data Cleaning and AutoML: Would an Optimizer Choose to Clean?
Datenbank-Spektrum
Felix Neutatz, Binger Chen, Yazan Alkhatib, Jingwen Ye, Ziawasch Abedjan
2021 J jnl
Automated Feature Engineering for Algorithmic Fairness.
Proc. VLDB Endow.
Ricardo Salazar, Felix Neutatz, Ziawasch Abedjan
2021 — conf
Enforcing Constraints for Machine Learning Systems via Declarative Feature Selection: An Experimental Study.
SIGMOD Conference
Felix Neutatz, Felix Biessmann, Ziawasch Abedjan
2021 J jnl
From Cleaning before ML to Cleaning for ML.
IEEE Data Eng. Bull.
Felix Neutatz, Binger Chen, Ziawasch Abedjan, Eugene Wu
2020 J jnl
Data Science für alle: Grundlagen der Datenprogrammierung.
Inform. Spektrum
Ziawasch Abedjan, Hagen Anuth, Mahdi Esmailoghli, Mohammad Mahdavi, Felix Neutatz, Binger Chen
2019 A conf
ED2: A Case for Active Learning in Error Detection.
CIKM
Felix Neutatz, Mohammad Mahdavi, Ziawasch Abedjan
2019 J jnl
ED2: Two-stage Active Learning for Error Detection - Technical Report.
CoRR
Felix Neutatz, Mohammad Mahdavi, Ziawasch Abedjan
2019 — conf
Towards Automated Data Cleaning Workflows.
LWDA
Mohammad Mahdavi, Felix Neutatz, Larysa Visengeriyeva, Ziawasch Abedjan
2015 — conf
HALEF: An Open-Source Standard-Compliant Telephony-Based Modular Spoken Dialog System: A Review and An Outlook.
IWSDS
David Suendermann-Oeft, Vikram Ramanarayanan, Moritz Teckenbrock, Felix Neutatz, Dennis Schmidt