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Saeed Fathollahzadeh, Essam Mansour, Matthias Boehm
Demonstrating CatDB: LLM-based Generation of Data-centric ML Pipelines
Sebastian Baunsgaard, Matthias Boehm
Morphing-based Compression for Data-centric ML Pipelines
Arnab Phani, Matthias Boehm
MEMPHIS: Holistic Lineage-based Reuse and Memory Management for Multi-backend ML Systems
David Justen, Daniel Ritter, Campbell Fraser, Andrew Lamb, Nga Tran, Allison Lee, Thomas Bodner, Mhd Yamen Haddad, Steffen Zeuch, Volker Markl et al.
POLAR: Adaptive and Non-invasive Join Order Selection via Plans of Least Resistance
Jonas Möller, Felix Weißberg, Lukas Pirch, Thorsten Eisenhofer, Konrad Rieck
Cross-Language Differential Testing of JSON Parsers
Jiwon Chang, Christina Dionysio, Fatemeh Nargesian, Matthias Boehm
PLUTUS: Understanding Data Distribution Tailoring for Machine Learning
Matthias Boehm, Nesime Tatbul
Special issue on “Machine learning and databases”
Aristotelis Vontzalidis, Stratos Psomadakis, Constantinos Bitsakos, Mark Dokter , Kevin Innerebner , Patrick Damme, Matthias Boehm , Florina Ciorba, Ahmed Eleliemy, Vasileios Karakostas et al.
DAPHNE Runtime: Harnessing Parallelism for Integrated Data Analysis Pipelines
Shafaq Siddiqi, Roman Kern, Matthias Boehm