UAI 2025 Conference Submissions

Out-of-distribution Robust Optimization
Zhongze Cai, Hansheng Jiang, Xiaocheng Li
- Published: 07 May 2025, Last Modified: 13 Jun 2025
- UAI 2025 Poster
- Readers: Everyone
Decomposition of Probabilities of Causation with Two Mediators
Yuta Kawakami, Jin Tian
- Published: 07 May 2025, Last Modified: 13 Jun 2025
- UAI 2025 Poster
- Readers: Everyone
Complete Characterization for Adjustment in Summary Causal Graphs of Time Series
Clément Yvernes, Emilie Devijver, Eric Gaussier
- Published: 07 May 2025, Last Modified: 13 Jun 2025
- UAI 2025 Poster
- Readers: Everyone
Epistemic Uncertainty in Conformal Scores: A Unified Approach
Luben Miguel Cruz Cabezas, Vagner Silva Santos, Thiago Ramos, Rafael Izbicki
- Published: 07 May 2025, Last Modified: 13 Jun 2025
- UAI 2025 Oral
- Readers: Everyone
Calibrated Regression Against An Adversary Without Regret
Shachi Deshpande, Charles Marx, Volodymyr Kuleshov
- Published: 07 May 2025, Last Modified: 13 Jun 2025
- UAI 2025 Poster
- Readers: Everyone
Unsupervised Attributed Dynamic Network Embedding with Stability Guarantees
Emma Ceccherini, Ian Gallagher, Andrew Jones, Daniel John Lawson
- Published: 07 May 2025, Last Modified: 13 Jun 2025
- UAI 2025 Poster
- Readers: Everyone
Building Conformal Prediction Intervals with Approximate Message Passing
Lucas Clarté, Lenka Zdeborova
- Published: 07 May 2025, Last Modified: 13 Jun 2025
- UAI 2025 Poster
- Readers: Everyone
A Quantum Information Theoretic Approach to Tractable Probabilistic Models
Pedro Zuidberg Dos Martires
- Published: 07 May 2025, Last Modified: 13 Jun 2025
- UAI 2025 Poster
- Readers: Everyone
Bayesian Optimization over Bounded Domains with the Beta Product Kernel
Huy Hoang Nguyen, Han Zhou, Matthew B. Blaschko, Aleksei Tiulpin
- Published: 07 May 2025, Last Modified: 13 Jun 2025
- UAI 2025 Poster
- Readers: Everyone
Toward Universal Laws of Outlier Propagation
Aram Ebtekar, Yuhao Wang, Dominik Janzing
- Published: 07 May 2025, Last Modified: 13 Jun 2025
- UAI 2025 Poster
- Readers: Everyone
Scaling Probabilistic Circuits via Data Partitioning
Jonas Seng, Florian Peter Busch, Pooja Prasad, Devendra Singh Dhami, Martin Mundt, Kristian Kersting
- Published: 07 May 2025, Last Modified: 13 Jun 2025
- UAI 2025 Poster
- Readers: Everyone
MOHITO: Multi-Agent Reinforcement Learning using Hypergraphs for Task-Open Systems
Gayathri Anil, Prashant Doshi, Daniel Alan Redder, Adam Eck, Leen-Kiat Soh
- Published: 07 May 2025, Last Modified: 13 Jun 2025
- UAI 2025 Poster
- Readers: Everyone
Divide and Orthogonalize: Efficient Continual Learning with Local Model Space Projection
Jin Shang, Simone Shao, Tian Tong, Fan Yang, Yetian Chen, Yang Jiao, Jia Liu, Yan Gao
- Published: 07 May 2025, Last Modified: 13 Jun 2025
- UAI 2025 Poster
- Readers: Everyone
On Constant Regret for Low-Rank MDPs
Alexander Sturm, Sebastian Tschiatschek
- Published: 07 May 2025, Last Modified: 13 Jun 2025
- UAI 2025 Poster
- Readers: Everyone
Experimentation under Treatment Dependent Network Interference
Shiv Shankar, Ritwik Sinha, Madalina Fiterau
- Published: 07 May 2025, Last Modified: 13 Jun 2025
- UAI 2025 Poster
- Readers: Everyone
SpinSVAR: Estimating Structural Vector Autoregression Assuming Sparse Input
Panagiotis Misiakos, Markus Püschel
- Published: 07 May 2025, Last Modified: 13 Jun 2025
- UAI 2025 Poster
- Readers: Everyone
Moment Alignment: Unifying Gradient and Hessian Matching for Domain Generalization
Yuen Chen, Haozhe Si, Guojun Zhang, Han Zhao
- Published: 07 May 2025, Last Modified: 13 Jun 2025
- UAI 2025 Poster
- Readers: Everyone
Hybrid Bernstein Normalizing Flows for Flexible Multivariate Density Regression with Interpretable Marginals
Marcel Arpogaus, Thomas Kneib, Thomas Nagler, David Rügamer
- Published: 07 May 2025, Last Modified: 13 Jun 2025
- UAI 2025 Oral
- Readers: Everyone
An Information-theoretic Perspective of Hierarchical Clustering on Graphs
Yicheng Pan, Bingchen Fan, Pengyu Long, Feng Zheng
- Published: 07 May 2025, Last Modified: 13 Jun 2025
- UAI 2025 Poster
- Readers: Everyone
BELIEF - Bayesian Sign Entropy Regularization for LIME Framework
Revoti Prasad Bora, Philipp Terhörst, Raymond Veldhuis, Raghavendra Ramachandra, Kiran Raja
- Published: 07 May 2025, Last Modified: 13 Jun 2025
- UAI 2025 Poster
- Readers: Everyone
Testing Generalizability in Causal Inference
Daniel de Vassimon Manela, Linying Yang, Robin J. Evans
- Published: 07 May 2025, Last Modified: 13 Jun 2025
- UAI 2025 Poster
- Readers: Everyone
Revisiting the Berkeley Admissions data: Statistical Tests for Causal Hypotheses
Sourbh Bhadane, Joris Mooij, Philip Boeken, Onno Zoeter
- Published: 07 May 2025, Last Modified: 13 Jun 2025
- UAI 2025 Poster
- Readers: Everyone
EERO: Early Exit with Reject Option for Efficient Classification with limited budget
Florian Valade, Mohamed Hebiri, Paul Gay
- Published: 07 May 2025, Last Modified: 13 Jun 2025
- UAI 2025 Poster
- Readers: Everyone
Do Vendi Scores Converge with Finite Samples? Truncated Vendi Score for Finite-Sample Convergence Guarantees
Azim Ospanov, Farzan Farnia
- Published: 07 May 2025, Last Modified: 13 Jun 2025
- UAI 2025 Poster
- Readers: Everyone
Generalised Probabilistic Modelling and Improved Uncertainty Estimation in Comparative LLM-as-a-judge
Yassir Fathullah, Mark Gales
- Published: 07 May 2025, Last Modified: 13 Jun 2025
- UAI 2025 Poster
- Readers: Everyone