02.05.2025

MCML at AISTATS 2025

Six Accepted Papers (5 Main, and 1 Workshop)

28th International Conference on Artificial Intelligence and Statistics, Mai Khao, Thailand, May 03-05, 2025

We are happy to announce that MCML researchers have contributed a total of 6 papers to AISTATS 2025: 5 Main, and 1 Workshop papers. Congrats to our researchers!

Main Track (5 papers)

H.-H. Chou • J. Maly • C. M. Verdun • B. Freitas Paulo da Costa • H. Mirandola
Get rid of your constraints and reparametrize: A study in NNLS and implicit bias.
AISTATS 2025 - 28th International Conference on Artificial Intelligence and Statistics. Mai Khao, Thailand, May 03-05, 2025. URL

D. Dold • J. Kobialka • N. Palm • E. Sommer • D. Rügamer • O. Dürr
Paths and Ambient Spaces in Neural Loss Landscapes.
AISTATS 2025 - 28th International Conference on Artificial Intelligence and Statistics. Mai Khao, Thailand, May 03-05, 2025. URL

A. Koebler • T. Decker • I. Thon • V. Tresp • F. Buettner
Incremental Uncertainty-aware Performance Monitoring with Active Labeling Intervention.
AISTATS 2025 - 28th International Conference on Artificial Intelligence and Statistics. Mai Khao, Thailand, May 03-05, 2025. URL

R. Schwank • A. McCormack • M. Drton
Robust Score Matching.
AISTATS 2025 - 28th International Conference on Artificial Intelligence and Statistics. Mai Khao, Thailand, May 03-05, 2025. URL

R. Schulte • D. Rügamer
Additive Model Boosting: New Insights and Path(ologie)s.
AISTATS 2025 - 28th International Conference on Artificial Intelligence and Statistics. Mai Khao, Thailand, May 03-05, 2025. Oral Presentation. URL

Workshops (1 paper)

T. Nagler • T. Vatter
Solving Estimating Equations With Copulas.
Invited Talk @AISTATS 2025 - 28th International Conference on Artificial Intelligence and Statistics. Mai Khao, Thailand, May 03-05, 2025. Invited Talk. DOI

#research #top-tier-work #drton #maly #nagler #ruegamer #tresp

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