Felix Neutatz

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 10

Top Topics

Active Learning

Fault Isolation

Error Detection

Top Venues

Datenbank-Spektrum

Proc. VLDB Endow.

Inform. Spektrum

Publications

Felix Neutatz, Marius Lindauer, Ziawasch Abedjan
AutoML in heavily constrained applications. VLDB J. 33 (4) (2024)
Felix Neutatz, Marius Lindauer, Ziawasch Abedjan
AutoML in Heavily Constrained Applications. CoRR (2023)
Felix Neutatz, Binger Chen, Yazan Alkhatib, Jingwen Ye, Ziawasch Abedjan
Data Cleaning and AutoML: Would an Optimizer Choose to Clean? Datenbank-Spektrum 22 (2) (2022)
Ricardo Salazar, Felix Neutatz, Ziawasch Abedjan
Automated Feature Engineering for Algorithmic Fairness. Proc. VLDB Endow. 14 (9) (2021)
Felix Neutatz, Felix Biessmann, Ziawasch Abedjan
Enforcing Constraints for Machine Learning Systems via Declarative Feature Selection: An Experimental Study. SIGMOD Conference (2021)
Felix Neutatz, Binger Chen, Ziawasch Abedjan, Eugene Wu
From Cleaning before ML to Cleaning for ML. IEEE Data Eng. Bull. 44 (1) (2021)
Ziawasch Abedjan, Hagen Anuth, Mahdi Esmailoghli, Mohammad Mahdavi, Felix Neutatz, Binger Chen
Data Science für alle: Grundlagen der Datenprogrammierung. Inform. Spektrum 43 (2) (2020)
Felix Neutatz, Mohammad Mahdavi, Ziawasch Abedjan
ED2: Two-stage Active Learning for Error Detection - Technical Report. CoRR (2019)
Mohammad Mahdavi, Felix Neutatz, Larysa Visengeriyeva, Ziawasch Abedjan
Towards Automated Data Cleaning Workflows. LWDA (2019)
Felix Neutatz, Mohammad Mahdavi, Ziawasch Abedjan
ED2: A Case for Active Learning in Error Detection. CIKM (2019)
David Suendermann-Oeft, Vikram Ramanarayanan, Moritz Teckenbrock, Felix Neutatz, Dennis Schmidt
HALEF: An Open-Source Standard-Compliant Telephony-Based Modular Spoken Dialog System: A Review and An Outlook. IWSDS (2015)