UAI 2025 Conference Submissions

Tuning-Free Coreset Markov Chain Monte Carlo via Hot DoG
Naitong Chen, Jonathan H. Huggins, Trevor Campbell
- Published: 07 May 2025, Last Modified: 13 Jun 2025
- UAI 2025 Poster
- Readers: Everyone
Simulation-Free Differential Dynamics Through Neural Conservation Laws
Mengjian Hua, Eric Vanden-Eijnden, Ricky T. Q. Chen
- Published: 07 May 2025, Last Modified: 13 Jun 2025
- UAI 2025 Poster
- Readers: Everyone
Explaining Negative Classifications of AI Models in Tumor Diagnosis
David A. Kelly, Hana Chockler, Nathan Blake
- Published: 07 May 2025, Last Modified: 13 Jun 2025
- UAI 2025 Poster
- Readers: Everyone
Cutting Through Privacy: A Hyperplane-Based Data Reconstruction Attack in Federated Learning
Francesco Diana, André Nusser, Chuan Xu, Giovanni Neglia
- Published: 07 May 2025, Last Modified: 13 Jun 2025
- UAI 2025 Poster
- Readers: Everyone
Quantum Speedups for Bayesian Network Structure Learning
Juha Harviainen, Kseniya Rychkova, Mikko Koivisto
- Published: 07 May 2025, Last Modified: 13 Jun 2025
- UAI 2025 Poster
- Readers: Everyone
$\sigma$-Maximal Ancestral Graphs
Binghua Yao, Joris Mooij
- Published: 07 May 2025, Last Modified: 13 Jun 2025
- UAI 2025 Oral
- Readers: Everyone
Learning Causal Response Representations through Direct Effect Analysis
Homer Durand, Gherardo Varando, Gustau Camps-Valls
- Published: 07 May 2025, Last Modified: 13 Jun 2025
- UAI 2025 Poster
- Readers: Everyone
VADIS: Investigating Inter-View Representation Biases for Multi-View Partial Multi-Label Learning
Jie Wang, Ning Xu, Xin Geng
- Published: 07 May 2025, Last Modified: 13 Jun 2025
- UAI 2025 Poster
- Readers: Everyone
Nonparametric Bayesian inference of item-level features in classifier combination
Patrick Stinson, Nikolaus Kriegeskorte
- Published: 07 May 2025, Last Modified: 13 Jun 2025
- UAI 2025 Poster
- Readers: Everyone
Learning Multi-interest Embedding with Dynamic Graph Cluster for Sequention Recommendation
XiaoChunjing, Guoranhao, Zhang Yongwang, Xiaoming Wu
- Published: 07 May 2025, Last Modified: 13 Jun 2025
- UAI 2025 Poster
- Readers: Everyone
i$^2$VAE: Interest Information Augmentation with Variational Regularizers for Cross-Domain Sequential Recommendation
Xuying Ning, Wujiang Xu, Tianxin Wei, Xiaolei Liu
- Published: 07 May 2025, Last Modified: 13 Jun 2025
- UAI 2025 Poster
- Readers: Everyone
Probability-Raising Causality for Uncertain Parametric Markov Decision Processes with PAC Guarantees
Ryohei Oura, Yuji Ito
- Published: 07 May 2025, Last Modified: 13 Jun 2025
- UAI 2025 Poster
- Readers: Everyone
Probabilistic Explanations for Regression Models
Frédéric Koriche, Jean-Marie Lagniez, Chi Tran
- Published: 07 May 2025, Last Modified: 13 Jun 2025
- UAI 2025 Oral
- Readers: Everyone
Targeted Learning for Variable Importance
Xiaohan Wang, Yunzhe Zhou, Giles Hooker
- Published: 07 May 2025, Last Modified: 13 Jun 2025
- UAI 2025 Oral
- Readers: Everyone
Letting Uncertainty Guide Your Multimodal Machine Translation
Wuyi Liu, Yue Gao, Yige Mao, Jing Zhao
- Published: 07 May 2025, Last Modified: 13 Jun 2025
- UAI 2025 Poster
- Readers: Everyone
Online Generalized Magician's Problem with Multiple Workers
Ruoyu Wu, Wei Bao, Ben Liang, Liming Ge
- Published: 07 May 2025, Last Modified: 13 Jun 2025
- UAI 2025 Poster
- Readers: Everyone
Order-Optimal Global Convergence for Actor-Critic with General Policy and Neural Critic Parametrization
Swetha Ganesh, Jiayu Chen, Washim Uddin Mondal, Vaneet Aggarwal
- Published: 07 May 2025, Last Modified: 13 Jun 2025
- UAI 2025 Poster
- Readers: Everyone
Federated R\'enyi Fair Inference in Federated Heterogeneous System
Zhiyong Ma, Yuanjie Shi, Yan Yan, Jian Chen
- Published: 07 May 2025, Last Modified: 13 Jun 2025
- UAI 2025 Poster
- Readers: Everyone
Coevolutionary Emergent Systems Optimization with Applications to Ultra-High-Dimensional Metasurface Design : OAM Wave Manipulation
Zhengxuan Jiang, Guowen Ding, Wen Jiang
- Published: 07 May 2025, Last Modified: 25 Jun 2025
- UAI 2025 Poster
- Readers: Everyone
Towards Provably Efficient Learning of Imperfect Information Extensive-Form Games with Linear Function Approximation
Canzhe Zhao, Shuze Chen, Weiming Liu, Haobo Fu, QIANG FU, Shuai Li
- Published: 07 May 2025, Last Modified: 13 Jun 2025
- UAI 2025 Poster
- Readers: Everyone
Minimax Optimal Nonsmooth Nonparametric Regression via Fractional Laplacian Eigenmaps
Zhaoyang Shi, Krishna Balasubramanian, Wolfgang Polonik
- Published: 07 May 2025, Last Modified: 13 Jun 2025
- UAI 2025 Poster
- Readers: Everyone
A Trust-Region Method for Graphical Stein Variational Inference
Liam Pavlovic, David M Rosen
- Published: 07 May 2025, Last Modified: 13 Jun 2025
- UAI 2025 Poster
- Readers: Everyone
MSCGrapher: Learning Multi-Scale Dynamic Correlations for Multivariate Time Series Forecasting
Xian Yang, Zhenguo Zhang, Shihao Lu
- Published: 07 May 2025, Last Modified: 17 Jun 2025
- UAI 2025 Poster
- Readers: Everyone
Multi-Label Bayesian Active Learning with Inter-Label Relationships
YUANYUAN QI, Jueqing Lu, Xiaohao Yang, Joanne Enticott, Lan Du
- Published: 07 May 2025, Last Modified: 13 Jun 2025
- UAI 2025 Poster
- Readers: Everyone
STIMULUS: Achieving Fast Convergence and Low Sample Complexity in Stochastic Multi-Objective Learning
Zhuqing Liu, Chaosheng Dong, Michinari Momma, Simone Shao, Shaoyuan Xu, Yan Gao, Haibo Yang, Jia Liu
- Published: 07 May 2025, Last Modified: 13 Jun 2025
- UAI 2025 Poster
- Readers: Everyone