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Olga Ovcharenko

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

5

Venues

4

Active years

2021–2025

Best venue rank

A*

Where they publish

Papers

5 indexed papers, newest first.

YearVenueTitleAuthors
2025ICDETowards Regaining Control Over Messy Machine Learning Pipelines.Stefan Grafberger, Hao Chen, Olga Ovcharenko, Sebastian Schelter
2025ICMLscSSL-Bench: Benchmarking Self-Supervised Learning for Single-Cell Data.Olga Ovcharenko, Florian Barkmann, Philip Toma, Imant Daunhawer, Julia E. Vogt, Sebastian Schelter, Valentina Boeva
2024SIGMODReproducibility Report for ACM SIGMOD 2024 Paper: 'CAFE: Towards Compact, Adaptive, and Fast Embedding for Large-scale Recommendation Models'.Olga Ovcharenko, Xiang Lian
2022CIKMFederated Data Preparation, Learning, and Debugging in Apache SystemDS.Sebastian Baunsgaard, Matthias Boehm, Kevin Innerebner, Mito Kehayov, Florian Lackner, Olga Ovcharenko, Arnab Phani, Tobias Rieger, David Weissteiner, Sebastian Benjamin Wrede
2021SIGMODExDRa: Exploratory Data Science on Federated Raw Data.Sebastian Baunsgaard, Matthias Boehm, Ankit Chaudhary, Behrouz Derakhshan, Stefan Geielsder, Philipp M. Grulich, Michael Hildebrand, Kevin Innerebner, Volker Markl, Claus Neubauer, Sarah Osterburg, Olga Ovcharenko, Sergey Redyuk, Tobias Rieger, Alireza Rezaei Mahdiraji, Sebastian Benjamin Wrede, Steffen Zeuch