ExDRa: Exploratory Data Science on Federated Raw Data. - Sebastian Baunsgaard; Matthias Boehm 001; Ankit Chaudhary; Behrouz Derakhshan; Stefan Geißelsöder; Philipp M. Grulich; Michael Hildebrand; Kevin Innerebner; Volker Markl; Claus Neubauer; Sarah Osterburg; Olga Ovcharenko; et al. (SIGMOD Conference, 2021)

Federated Data Preparation, Learning, and Debugging in Apache SystemDS. - Sebastian Baunsgaard; Matthias Boehm 001; Kevin Innerebner; Mito Kehayov; Florian Lackner; Olga Ovcharenko; Arnab Phani; Tobias Rieger; David Weissteiner; Sebastian Benjamin Wrede (CIKM, 2022)

Feature Clock: High-Dimensional Effects in Two-Dimensional Plots. - Olga Ovcharenko; Rita Sevastjanova; Valentina Boeva (IEEE VIS, 2024)

Towards Regaining Control Over Messy Machine Learning Pipelines. - Stefan Grafberger; Hao Chen; Olga Ovcharenko; Sebastian Schelter (ICDEW, 2025)

scSSL-Bench: Benchmarking Self-Supervised Learning for Single-Cell Data. - Olga Ovcharenko; Florian Barkmann; Philip Toma; Imant Daunhawer; Julia E. Vogt; Sebastian Schelter; Valentina Boeva (CoRR, 2025)