UAI 2025 Conference Submissions

The Consistency Hypothesis in Uncertainty Quantification for Large Language Models
Quan Xiao, Debarun Bhattacharjya, Balaji Ganesan, Radu Marinescu, Katsiaryna Mirylenka, Nhan H Pham, Michael Glass, Junkyu Lee
- Published: 07 May 2025, Last Modified: 13 Jun 2025
- UAI 2025 Poster
- Readers: Everyone
Adaptive Human-Robot Collaboration using Type-Based IRL
Prasanth Sengadu Suresh, Prashant Doshi, Bikramjit Banerjee
- Published: 07 May 2025, Last Modified: 13 Jun 2025
- UAI 2025 Poster
- Readers: Everyone
RL, but don't do anything I wouldn't do
Michael K. Cohen, Marcus Hutter, Yoshua Bengio, Stuart Russell
- Published: 07 May 2025, Last Modified: 13 Jun 2025
- UAI 2025 Poster
- Readers: Everyone
The Causal Information Bottleneck and Optimal Causal Variable Abstractions
Francisco N. F. Q. Simoes, Mehdi Dastani, Thijs van Ommen
- Published: 07 May 2025, Last Modified: 13 Jun 2025
- UAI 2025 Poster
- Readers: Everyone
Can a Bayesian Oracle Prevent Harm from an Agent?
Yoshua Bengio, Michael K. Cohen, Nikolay Malkin, Matt MacDermott, Damiano Fornasiere, Younesse Kaddar
- Published: 07 May 2025, Last Modified: 13 Jun 2025
- UAI 2025 Poster
- Readers: Everyone
Periodical Moving Average Accelerates Gradient Accumulation for Post-Training
Yumou Liu, An Li, Chaojie Li, Fei Yu, Benyou Wang
- Published: 07 May 2025, Last Modified: 01 Jul 2025
- UAI 2025 Poster
- Readers: Everyone
Online Learning with Stochastically Partitioning Experts
Puranjay Datta, Sharayu Moharir, Jaya Prakash Champati
- Published: 07 May 2025, Last Modified: 13 Jun 2025
- UAI 2025 Poster
- Readers: Everyone
Variational Learning of Gaussian Process Latent Variable Models through Stochastic Gradient Annealed Importance Sampling
JIAN XU, Shian Du, Junmei Yang, Qianli Ma, Delu Zeng, John Paisley
- Published: 07 May 2025, Last Modified: 13 Jun 2025
- UAI 2025 Poster
- Readers: Everyone
Label Distribution Learning using the Squared Neural Family on the Probability Simplex
Daokun Zhang, Russell Tsuchida, Dino Sejdinovic
- Published: 07 May 2025, Last Modified: 13 Jun 2025
- UAI 2025 Poster
- Readers: Everyone
Causal Eligibility Traces for Confounding Robust Off-Policy Evaluation
Junzhe Zhang, Elias Bareinboim
- Published: 07 May 2025, Last Modified: 13 Jun 2025
- UAI 2025 Poster
- Readers: Everyone
Symbiotic Local Search for Small Decision Tree Policies in MDPs
Roman Andriushchenko, Milan Ceska, Debraj Chakraborty, Sebastian Junges, Jan Kretinsky, Filip Macák
- Published: 07 May 2025, Last Modified: 13 Jun 2025
- UAI 2025 Poster
- Readers: Everyone
Stochastic Embeddings : A Probabilistic and Geometric Analysis of Out-of-Distribution Behavior
Anthony Nguyen, Emanuel Aldea, Sylvie Le Hégarat-Mascle, Renaud LUSTRAT
- Published: 07 May 2025, Last Modified: 13 Jun 2025
- UAI 2025 Poster
- Readers: Everyone
Discriminative ordering through ensemble consensus
Louis Ohl, Fredrik Lindsten
- Published: 07 May 2025, Last Modified: 13 Jun 2025
- UAI 2025 Poster
- Readers: Everyone
Limit-sure Reachability for Small Memory Policies in POMDPs is NP-complete
Ali Asadi, Krishnendu Chatterjee, Raimundo Saona, Ali Shafiee
- Published: 07 May 2025, Last Modified: 13 Jun 2025
- UAI 2025 Poster
- Readers: Everyone
Multi-group Uncertainty Quantification for Long-form Text Generation
Terrance Liu, Steven Wu
- Published: 07 May 2025, Last Modified: 13 Jun 2025
- UAI 2025 Poster
- Readers: Everyone
Probabilistic Semantics Guided Discovery of Approximate Functional Dependencies
Liang Duan, Xinran Wu, Xinhui Li, Lixing Yu, Kun Yue
- Published: 07 May 2025, Last Modified: 13 Jun 2025
- UAI 2025 Poster
- Readers: Everyone
Truthful Elicitation of Imprecise Forecasts
Anurag Singh, Siu Lun Chau, Krikamol Muandet
- Published: 07 May 2025, Last Modified: 13 Jun 2025
- UAI 2025 Oral
- Readers: Everyone
DyGMAE: A Novel Dynamic Graph Masked Autoencoder for Link Prediction
Weixiong Liu, Junwei Cheng, Zhongyu Pan, Chaobo He, Quanlong Guan
- Published: 07 May 2025, Last Modified: 13 Jun 2025
- UAI 2025 Poster
- Readers: Everyone
Optimal Submanifold Structure in Log-linear Models
Zhou Derun, Mahito Sugiyama
- Published: 07 May 2025, Last Modified: 13 Jun 2025
- UAI 2025 Poster
- Readers: Everyone
A Mirror Descent Perspective of Smoothed Sign Descent
Shuyang Wang, Diego Klabjan
- Published: 07 May 2025, Last Modified: 13 Jun 2025
- UAI 2025 Poster
- Readers: Everyone
Finding Interior Optimum of Black-box Constrained Objective with Bayesian Optimization
Fengxue Zhang, Yuxin Chen
- Published: 07 May 2025, Last Modified: 13 Jun 2025
- UAI 2025 Poster
- Readers: Everyone
Optimal Zero-shot Regret Minimization for Selective Classification with Out-of-Distribution Detection
Eduardo Dadalto Câmara Gomes, Marco Romanelli
- Published: 07 May 2025, Last Modified: 13 Jun 2025
- UAI 2025 Poster
- Readers: Everyone
Moments of Causal Effects
Yuta Kawakami, Jin Tian
- Published: 07 May 2025, Last Modified: 13 Jun 2025
- UAI 2025 Poster
- Readers: Everyone
Learning to Sample in Stochastic Optimization
Sijia Zhou, Yunwen Lei, Ata Kaban
- Published: 07 May 2025, Last Modified: 13 Jun 2025
- UAI 2025 Poster
- Readers: Everyone
Correlated Quantization for Faster Nonconvex Distributed Optimization
Andrei Panferov, Yury Demidovich, Ahmad Rammal, Peter Richtárik
- Published: 07 May 2025, Last Modified: 13 Jun 2025
- UAI 2025 Oral
- Readers: Everyone