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18.07.2025

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MCML at UAI 2025

Four Accepted Papers

41st Conference on Uncertainty in Artificial Intelligence, Rio de Janeiro, Brazil, Jul 21-25, 2025

We are happy to announce that MCML researchers have contributed a total of 4 papers to UAI 2025. Congrats to our researchers!

Main Track (4 papers)

M. Arpogaus • T. Kneib • T. NaglerD. Rügamer
Hybrid Bernstein Normalizing Flows for Flexible Multivariate Density Regression with Interpretable Marginals.
UAI 2025 - 41st Conference on Uncertainty in Artificial Intelligence. Rio de Janeiro, Brazil, Jul 21-25, 2025. URL

M. Drton • M. Garrote-López • N. Nikov • E. Robeva • Y. S. Wang
Causal Discovery for Linear Non-Gaussian Models with Disjoint Cycles.
UAI 2025 - 41st Conference on Uncertainty in Artificial Intelligence. Rio de Janeiro, Brazil, Jul 21-25, 2025. URL GitHub

K. Göbler • T. Windisch • M. Drton
Nonlinear Causal Discovery for Grouped Data.
UAI 2025 - 41st Conference on Uncertainty in Artificial Intelligence. Rio de Janeiro, Brazil, Jul 21-25, 2025. URL

J. HanselleA. JavanmardiT. OberkoflerY. SaleE. Hüllermeier
Conformal Prediction without Nonconformity Scores.
UAI 2025 - 41st Conference on Uncertainty in Artificial Intelligence. Rio de Janeiro, Brazil, Jul 21-25, 2025. URL

#research #top-tier-work #drton #huellermeier #nagler #ruegamer

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