"Deep" Learning for Missing Value Imputationin Tables with Non-Numerical Data. - Felix Bießmann; David Salinas; Sebastian Schelter; Philipp Schmidt 002; Dustin Lange (CIKM, 2018)

Automating Large-Scale Data Quality Verification. - Sebastian Schelter; Dustin Lange; Philipp Schmidt 002; Meltem Celikel; Felix Bießmann; Andreas Grafberger (Proc. VLDB Endow., 2018)

Differential Data Quality Verification on Partitioned Data. - Sebastian Schelter; Stefan Grafberger; Philipp Schmidt 002; Tammo Rukat; Mario Kießling; Andrey Taptunov; Felix Bießmann; Dustin Lange (ICDE, 2019)

Unit Testing Data with Deequ. - Sebastian Schelter; Felix Bießmann; Dustin Lange; Tammo Rukat; Philipp Schmidt 002; Stephan Seufert; Pierre Brunelle; Andrey Taptunov (SIGMOD Conference, 2019)

Quantifying Interpretability and Trust in Machine Learning Systems. - Philipp Schmidt 002; Felix Bießmann (CoRR, 2019)

DataWig: Missing Value Imputation for Tables. - Felix Bießmann; Tammo Rukat; Philipp Schmidt 002; Prathik Naidu; Sebastian Schelter; Andrey Taptunov; Dustin Lange; David Salinas (J. Mach. Learn. Res., 2019)

Calibrating Human-AI Collaboration: Impact of Risk, Ambiguity and Transparency on Algorithmic Bias. - Philipp Schmidt 002; Felix Bießmann (CD-MAKE, 2020)

Transparency and trust in artificial intelligence systems. - Philipp Schmidt 002; Felix Bießmann; Timm Teubner (J. Decis. Syst., 2020)

More Than Words: Towards Better Quality Interpretations of Text Classifiers. - Muhammad Bilal Zafar; Philipp Schmidt 002; Michele Donini; Cédric Archambeau; Felix Biessmann; Sanjiv Ranjan Das; Krishnaram Kenthapadi (CoRR, 2021)

Automated Data Validation in Machine Learning Systems. - Felix Biessmann; Jacek Golebiowski; Tammo Rukat; Dustin Lange; Philipp Schmidt 002 (IEEE Data Eng. Bull., 2021)

Variational Boosted Soft Trees. - Tristan Cinquin; Tammo Rukat; Philipp Schmidt 002; Martin Wistuba; Artur Bekasov (AISTATS, 2023)

Learning Action Embeddings for Off-Policy Evaluation. - Matej Cief; Jacek Golebiowski; Philipp Schmidt 002; Ziawasch Abedjan; Artur Bekasov (ECIR (1), 2024)

Guiding Catalogue Enrichment with User Queries. - Yupei Du; Jacek Golebiowski; Philipp Schmidt 002; Ziawasch Abedjan (ECML/PKDD (9), 2024)

Clustering Context in Off-Policy Evaluation. - Daniel Guzman-Olivares; Philipp Schmidt 002; Jacek Golebiowski; Artur Bekasov (AISTATS, 2025)