Mueller, Andreas C

8 publications

ICLR 2025 MotherNet: Fast Training and Inference via Hyper-Network Transformers Andreas C Mueller, Carlo A Curino, Raghu Ramakrishnan

ICML 2025 TabFlex: Scaling Tabular Learning to Millions with Linear Attention Yuchen Zeng, Tuan Dinh, Wonjun Kang, Andreas C Mueller

NeurIPSW 2024 GAMformer: Exploring In-Context Learning for Generalized Additive Models Andreas C Mueller, Julien Siems, Harsha Nori, Rich Caruana, Frank Hutter

NeurIPSW 2024 GAMformer: Exploring In-Context Learning for Generalized Additive Models Andreas C Mueller, Julien Siems, Harsha Nori, David Salinas, Arber Zela, Rich Caruana, Frank Hutter

NeurIPSW 2024 MotherNet: Fast Training and Inference via Hyper-Network Transformers Andreas C Mueller, Carlo A Curino, Raghu Ramakrishnan

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

NeurIPSW 2024 TabFlex: Scaling Tabular Learning to Millions with Linear Attention Yuchen Zeng, Wonjun Kang, Andreas C Mueller

NeurIPSW 2022 The Need for Tabular Representation Learning: An Industry Perspective Joyce Cahoon, Alexandra Savelieva, Andreas C Mueller, Avrilia Floratou, Carlo Curino, Hiren Patel, Jordan Henkel, Markus Weimer, Nellie Gustafsson, Richard Wydrowski, Roman Batoukov, Shaleen Deep, Venkatesh Emani