Importance of Tuning Hyperparameters of Machine Learning Algorithms. - Hilde J. P. Weerts; Andreas C. Müller 002; Joaquin Vanschoren (CoRR, 2020)

Magpie: Python at Speed and Scale using Cloud Backends. - Alekh Jindal; K. Venkatesh Emani; Maureen Daum; Olga Poppe; Brandon Haynes; Anna Pavlenko; Ayushi Gupta; Karthik Ramachandra 002; Carlo Curino; Andreas Müller 024; Wentao Wu 001; Hiren Patel (CIDR, 2021)

Learning multiple defaults for machine learning algorithms. - Florian Pfisterer; Jan N. van Rijn; Philipp Probst; Andreas C. Müller 002; Bernd Bischl (GECCO Companion, 2021)

LlamaTune: Sample-Efficient DBMS Configuration Tuning. - Konstantinos Kanellis; Cong Ding 002; Brian Kroth; Andreas Müller 024; Carlo Curino; Shivaram Venkataraman (Proc. VLDB Endow., 2022)

Schema Matching using Pre-Trained Language Models. - Yunjia Zhang; Avrilia Floratou; Joyce Cahoon; Subru Krishnan; Andreas C. Müller 002; Dalitso Banda; Fotis Psallidas; Jignesh M. Patel (ICDE, 2023)

Towards Building Autonomous Data Services on Azure. - Yiwen Zhu; Yuanyuan Tian 001; Joyce Cahoon; Subru Krishnan; Ankita Agarwal; Rana Alotaibi; Jesús Camacho-Rodríguez; Bibin Chundatt; Andrew Chung; Niharika Dutta; Andrew Fogarty; Anja Gruenheid; et al. (SIGMOD Conference Companion, 2023)

MotherNet: A Foundational Hypernetwork for Tabular Classification. - Andreas Müller 024; Carlo Curino; Raghu Ramakrishnan 001 (CoRR, 2023)

Position: A Call to Action for a Human-Centered AutoML Paradigm. - Marius Lindauer; Florian Karl; Anne Klier; Julia Moosbauer; Alexander Tornede; Andreas Müller 024; Frank Hutter; Matthias Feurer; Bernd Bischl (ICML, 2024)

OpenML: Insights from 10 years and more than a thousand papers. - Bernd Bischl; Giuseppe Casalicchio; Taniya Das; Matthias Feurer; Sebastian Fischer; Pieter Gijsbers; Subhaditya Mukherjee; Andreas C. Müller 002; László Németh; Luis Oala; Lennart Purucker; Sahithya Ravi; et al. (Patterns, 2025)

Optimizing open-domain question answering with graph-based retrieval augmented generation. - Joyce Cahoon; Prerna Singh; Nick Litombe; Jonathan Larson; Ha Trinh; Yiwen Zhu; Andreas Müller 024; Fotis Psallidas; Carlo Curino (CoRR, 2025)