UAI 2025 Conference Submissions

Lower Bound on Howard Policy Iteration for Deterministic Markov Decision Processes
Ali Asadi, Krishnendu Chatterjee, Jakob de Raaij
- Published: 07 May 2025, Last Modified: 13 Jun 2025
- UAI 2025 Poster
- Readers: Everyone
Adaptive Threshold Sampling for Pure Exploration in Submodular Bandits
Wenjing Chen, Shuo Xing, Victoria G. Crawford
- Published: 07 May 2025, Last Modified: 13 Jun 2025
- UAI 2025 Poster
- Readers: Everyone
Beyond Invisibility: Learning Robust Visible Watermarks for Stronger Copyright Protection
Tianci Liu, Tong Yang, Quan Zhang, Qi Lei
- Published: 07 May 2025, Last Modified: 13 Jun 2025
- UAI 2025 Poster
- Readers: Everyone
Multiple Wasserstein Gradient Descent Algorithm for Multi-Objective Distributional Optimization
Dai Hai Nguyen, Hiroshi Mamitsuka, Atsuyoshi Nakamura
- Published: 07 May 2025, Last Modified: 13 Jun 2025
- UAI 2025 Oral
- Readers: Everyone
How Likely Are Two Voting Rules Different?
Ziqi Yu, Lirong Xia, Qishen Han, Chengkai Zhang
- Published: 07 May 2025, Last Modified: 01 Jul 2025
- UAI 2025 Poster
- Readers: Everyone
Valid Bootstraps for Network Embeddings with Applications to Network Visualisation
Emerald Dilworth, Ed Davis, Daniel John Lawson
- Published: 07 May 2025, Last Modified: 13 Jun 2025
- UAI 2025 Poster
- Readers: Everyone
Critical Influence of Overparameterization on Sharpness-aware Minimization
Sungbin Shin, Dongyeop Lee, Maksym Andriushchenko, Namhoon Lee
- Published: 07 May 2025, Last Modified: 13 Jun 2025
- UAI 2025 Poster
- Readers: Everyone
Temperature Optimization for Bayesian Deep Learning
Kenyon Ng, Chris van der Heide, Liam Hodgkinson, Susan Wei
- Published: 07 May 2025, Last Modified: 13 Jun 2025
- UAI 2025 Poster
- Readers: Everyone
Informative Synthetic Data Generation for Thorax Disease Classification
Yancheng Wang, Rajeev Goel, Marko Jojic, Alvin C Silva, Teresa Wu, Yingzhen Yang
- Published: 07 May 2025, Last Modified: 13 Jun 2025
- UAI 2025 Poster
- Readers: Everyone
Contaminated Multivariate Time-Series Anomaly Detection with Spatio-Temporal Graph Conditional Diffusion Models
Thi Kieu Khanh Ho, Narges Armanfard
- Published: 07 May 2025, Last Modified: 13 Jun 2025
- UAI 2025 Poster
- Readers: Everyone
Revisiting the Equivalence of Bayesian Neural Networks and Gaussian Processes: On the Importance of Learning Activations
Marcin Sendera, Amin Sorkhei, Tomasz Kuśmierczyk
- Published: 07 May 2025, Last Modified: 13 Jun 2025
- UAI 2025 Poster
- Readers: Everyone
Near-Optimal Regret Bounds for Federated Multi-armed Bandits with Fully Distributed Communication
Haoran Zhang, Xuchuang Wang, Hao-Xu Chen, Hao Qiu, Lin Yang, Yang Gao
- Published: 07 May 2025, Last Modified: 13 Jun 2025
- UAI 2025 Poster
- Readers: Everyone
Flat Posterior Does Matter For Bayesian Model Averaging
Sungjun Lim, Jeyoon Yeom, Sooyon Kim, Hoyoon Byun, Jinho Kang, Yohan Jung, Jiyoung Jung, Kyungwoo Song
- Published: 07 May 2025, Last Modified: 13 Jun 2025
- UAI 2025 Poster
- Readers: Everyone
Statistical Significance of Feature Importance Rankings
Jeremy Goldwasser, Giles Hooker
- Published: 07 May 2025, Last Modified: 13 Jun 2025
- UAI 2025 Poster
- Readers: Everyone
FlightPatchNet: Multi-Scale Patch Network with Differential Coding for Short-Term Flight Trajectory Prediction
Lan Wu, Xuebin Wang, Ruijuan Chu, Guangyi Liu, Jing Zhang, Linyu Wang
- Published: 07 May 2025, Last Modified: 13 Jun 2025
- UAI 2025 Poster
- Readers: Everyone
Generative Uncertainty in Diffusion Models
Metod Jazbec, Eliot Wong-Toi, Guoxuan Xia, Dan Zhang, Eric Nalisnick, Stephan Mandt
- Published: 07 May 2025, Last Modified: 13 Jun 2025
- UAI 2025 Poster
- Readers: Everyone
Distributional Reinforcement Learning with Dual Expectile-Quantile Regression
Sami Jullien, Romain Deffayet, Jean-Michel Renders, Paul Groth, Maarten de Rijke
- Published: 07 May 2025, Last Modified: 01 Jul 2025
- UAI 2025 Poster
- Readers: Everyone
Trading Off Voting Axioms for Privacy
Zhechen Li, Ao Liu, Lirong Xia, Yongzhi Cao, Hanpin Wang
- Published: 07 May 2025, Last Modified: 13 Jun 2025
- UAI 2025 Poster
- Readers: Everyone
NRFlow: Towards Noise-Robust Generative Modeling via High-Order Mechanism
Bo Chen, Chengyue Gong, Xiaoyu Li, Yingyu Liang, Zhizhou Sha, Zhenmei Shi, Zhao Song, Mingda Wan, Xugang Ye
- Published: 07 May 2025, Last Modified: 13 Jun 2025
- UAI 2025 Poster
- Readers: Everyone
Improving Adversarial Transferability via Decision Boundary Adaptation
Jiayu Zhang, Zhiyu Zhu, Zhibo Jin, Xinyi Wang, Huaming Chen, Kim-Kwang Raymond Choo
- Published: 07 May 2025, Last Modified: 13 Jun 2025
- UAI 2025 Poster
- Readers: Everyone
Nearly Optimal Differentially Private ReLU Regression
Meng Ding, Mingxi Lei, Shaowei Wang, Tianhang Zheng, Di Wang, Jinhui Xu
- Published: 07 May 2025, Last Modified: 13 Jun 2025
- UAI 2025 Poster
- Readers: Everyone
Enhanced Equilibria-Solving via Private Information Pre-Branch Structure in Adversarial Team Games
Chen Qiu, Haobo Fu, Kai Li, Jiajia Zhang, Xuan Wang
- Published: 07 May 2025, Last Modified: 13 Jun 2025
- UAI 2025 Poster
- Readers: Everyone
When Extragradient Meets PAGE: Bridging Two Giants to Boost Variational Inequalities
Gleb Molodtsov, Valery Parfenov, Egor Petrov, Evseev Grigoriy, Daniil Medyakov, Aleksandr Beznosikov
- Published: 07 May 2025, Last Modified: 13 Jun 2025
- UAI 2025 Poster
- Readers: Everyone
Creative Agents: Empowering Agents with Imagination for Creative Tasks
Penglin Cai, Chi Zhang, Yuhui Fu, Haoqi Yuan, Zongqing Lu
- Published: 07 May 2025, Last Modified: 13 Jun 2025
- UAI 2025 Poster
- Readers: Everyone
Best Possible Q-Learning
Jiechuan Jiang, Zongqing Lu
- Published: 07 May 2025, Last Modified: 13 Jun 2025
- UAI 2025 Poster
- Readers: Everyone