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Andreas C Mueller
Principal Researcher, Microsoft
Joined
May 2021
Names
Andreas C Mueller
(Preferred)
,
Andreas Mueller
,
Andreas Müller
,
Andreas C Müller
Emails
****@columbia.edu
(Confirmed)
,
****@gmail.com
(Confirmed)
,
****@microsoft.com
(Confirmed)
,
****@microsoft.com
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
ORCID
Career & Education History
Principal Researcher
Microsoft
(microsoft.com)
2020
–
Present
Postdoc
Columbia University
(cs.columbia.edu)
2016
–
2020
Advisors, Relations & Conflicts
PhD Advisor
Sven Behnke
2009
–
2014
Expertise
Machine Learning
Present
Software
Present
Publications
GAMformer: Bridging Tabular Foundation Models and Interpretable Machine Learning
Andreas C Mueller
,
Julien Siems
,
Harsha Nori
,
David Salinas
,
Arber Zela
,
Rich Caruana
,
Frank Hutter
ICLR 2026 Conference Withdrawn Submission
Readers:
Everyone
Unlocking the Full Potential of Data Science Requires Tabular Foundation Models, Agents, and Humans
Tianji Cong
,
Julian Martin Eisenschlos
,
Daniel Gomm
,
Leo Grinsztajn
,
Andreas C Mueller
,
Anupam Sanghi
,
Jan-Micha Bodensohn
,
Vadim Borisov
,
Michael Cochez
,
Katharina Eggensperger
,
Floris Geerts
,
Myung Jun Kim
,
Andreas Kipf
,
Xue Li
,
Olga Ovcharenko
,
Paolo Papotti
,
Lennart Purucker
,
Sebastian Schelter
,
Immanuel Trummer
,
Gaël Varoquaux
et al. (4 additional authors not shown)
Submitted to NeurIPS 2025 Position Paper Track
Readers:
Everyone
TabFlex: Scaling Tabular Learning to Millions with Linear Attention
Yuchen Zeng
,
Tuan Dinh
,
Wonjun Kang
,
Andreas C Mueller
ICML 2025 spotlightposter
Readers:
Everyone
Importance of tuning hyperparameters of machine learning algorithms
Andreas C Mueller
,
Hilde Jacoba Petronella Weerts
,
Joaquin Vanschoren
arxiv
Readers:
Everyone
MotherNet: Fast Training and Inference via Hyper-Network Transformers
Andreas C Mueller
,
Carlo A Curino
,
Raghu Ramakrishnan
ICLR 2025 Poster
Readers:
Everyone
GAMformer: In-Context Learning for Generalized Additive Models
Andreas C Mueller
,
Julien Siems
,
Harsha Nori
,
David Salinas
,
Arber Zela
,
Rich Caruana
,
Frank Hutter
Submitted to ICLR 2025
Readers:
Everyone
GAMformer: Exploring In-Context Learning for Generalized Additive Models
Andreas C Mueller
,
Julien Siems
,
Harsha Nori
,
David Salinas
,
Arber Zela
,
Rich Caruana
,
Frank Hutter
TRL @ NeurIPS 2024 Poster
Readers:
Everyone
TabFlex: Scaling Tabular Learning to Millions with Linear Attention
Yuchen Zeng
,
Wonjun Kang
,
Andreas C Mueller
TRL @ NeurIPS 2024 Poster
Readers:
Everyone
TabFlex: Scaling Tabular Learning to Millions with Linear Attention
Yuchen Zeng
,
Wonjun Kang
,
Andreas C Mueller
Submitted to ICLR 2025
Readers:
Everyone
MotherNet: Fast Training and Inference via Hyper-Network Transformers
Andreas C Mueller
,
Carlo A Curino
,
Raghu Ramakrishnan
TRL @ NeurIPS 2024 Oral
Readers:
Everyone
View all 32 publications
Co-Authors
Abhinav Sharma
Alekh Jindal
Alexander Tornede
Alexandra Savelieva
Alexandre Abraham
Alexandre Gramfort
Andreas Kipf
Anna Pavlenko
Anne Klier
Anupam Sanghi
Arber Zela
Arlind Kadra
Arnaud Joly
Avrilia Floratou
Ayushi Gupta
Bernd Bischl
Bertrand Thirion
Brandon Haynes
Brian Holt
Carlo A Curino
Carlo Curino
Carsten Binnig
Christoph H. Lampert
Daniel Gomm
David Salinas
View all 94 co-authors