UAI 2025 Conference Submissions

Evasion Attacks Against Bayesian Predictive Models
Pablo G. Arce, Roi Naveiro, David Ríos Insua
- Published: 07 May 2025, Last Modified: 13 Jun 2025
- UAI 2025 Oral
- Readers: Everyone
Transparent Trade-offs between Properties of Explanations
Hiwot Belay Tadesse, Alihan Hüyük, Yaniv Yacoby, Weiwei Pan, Finale Doshi-Velez
- Published: 07 May 2025, Last Modified: 13 Jun 2025
- UAI 2025 Poster
- Readers: Everyone
Just Trial Once: Ongoing Causal Validation of Machine Learning Models
Jacob M. Chen, Michael Oberst
- Published: 07 May 2025, Last Modified: 13 Jun 2025
- UAI 2025 Oral
- Readers: Everyone
Distributionally and Adversarially Robust Logistic Regression via Intersecting Wasserstein Balls
Aras Selvi, Eleonora Kreacic, Mohsen Ghassemi, Vamsi K. Potluru, Tucker Balch, Manuela Veloso
- Published: 07 May 2025, Last Modified: 13 Jun 2025
- UAI 2025 Oral
- Readers: Everyone
Instance-Wise Monotonic Calibration by Constrained Transformation
Yunrui Zhang, Gustavo Enrique Batista, Salil S. Kanhere
- Published: 07 May 2025, Last Modified: 13 Jun 2025
- UAI 2025 Poster
- Readers: Everyone
Scalable Bayesian Low-Rank Adaptation of Large Language Models via Stochastic Variational Subspace Inference
Colin Samplawski, Adam D. Cobb, Manoj Acharya, Ramneet Kaur, Susmit Jha
- Published: 07 May 2025, Last Modified: 13 Jun 2025
- UAI 2025 Poster
- Readers: Everyone
Guiding Time-Varying Generative Models with Natural Gradients on Exponential Family Manifold
Song Liu, Leyang Wang, Yakun Wang
- Published: 07 May 2025, Last Modified: 13 Jun 2025
- UAI 2025 Poster
- Readers: Everyone
Multi-Cost-Bounded Reachability Analysis of POMDPs
Alexander Bork, Joost-Pieter Katoen, Tim Quatmann, Svenja Stein
- Published: 07 May 2025, Last Modified: 13 Jun 2025
- UAI 2025 Poster
- Readers: Everyone
Adaptive Reward Design for Reinforcement Learning
Minjae Kwon, Ingy ElSayed-Aly, Lu Feng
- Published: 07 May 2025, Last Modified: 13 Jun 2025
- UAI 2025 Poster
- Readers: Everyone
Fast Calculation of Feature Contributions in Boosting Trees
Zhongli Jiang, Min Zhang, Dabao Zhang
- Published: 07 May 2025, Last Modified: 13 Jun 2025
- UAI 2025 Poster
- Readers: Everyone
Guaranteed Prediction Sets for Functional Surrogate Models
Ander Gray, Vignesh Gopakumar, Sylvain Rousseau, Sebastien Destercke
- Published: 07 May 2025, Last Modified: 17 Jun 2025
- UAI 2025 Poster
- Readers: Everyone
Causal Discovery for Linear Non-Gaussian Models with Disjoint Cycles
Mathias Drton, Marina Garrote-López, Niko Nikov, Elina Robeva, Y. Samuel Wang
- Published: 07 May 2025, Last Modified: 13 Jun 2025
- UAI 2025 Poster
- Readers: Everyone
Nonparametric Bayesian Multi-Facet Clustering for Longitudinal Data
Luwei Wang, Kieran Richards, Sohan Seth
- Published: 07 May 2025, Last Modified: 13 Jun 2025
- UAI 2025 Poster
- Readers: Everyone
Proxy-informed Bayesian transfer learning with unknown sources
Sabina J. Sloman, Julien Martinelli, Samuel Kaski
- Published: 07 May 2025, Last Modified: 13 Jun 2025
- UAI 2025 Poster
- Readers: Everyone
Privacy-Preserving Neural Processes for Probabilistic User Modeling
Amir Sonee, HARIPRIYA HARIKUMAR, Alex Hämäläinen, Lukas Prediger, Samuel Kaski
- Published: 07 May 2025, Last Modified: 13 Jun 2025
- UAI 2025 Poster
- Readers: Everyone
Root Cause Analysis of Failures from Partial Causal Structures
Azam Ikram, Kenneth Lee, Shubham Agarwal, Shiv Kumar Saini, Saurabh Bagchi, Murat Kocaoglu
- Published: 07 May 2025, Last Modified: 13 Jun 2025
- UAI 2025 Poster
- Readers: Everyone
Improved Variational Inference in Discrete VAEs using Error Correcting Codes
María Martínez-García, Grace Villacrés, David Mitchell, Pablo M. Olmos
- Published: 07 May 2025, Last Modified: 13 Jun 2025
- UAI 2025 Poster
- Readers: Everyone
On Information-Theoretic Measures of Predictive Uncertainty
Kajetan Schweighofer, Lukas Aichberger, Mykyta Ielanskyi, Sepp Hochreiter
- Published: 07 May 2025, Last Modified: 13 Jun 2025
- UAI 2025 Poster
- Readers: Everyone
An Optimal Algorithm for Strongly Convex Min-Min Optimization
Dmitry Kovalev, Alexander Gasnikov, Grigory Malinovsky
- Published: 07 May 2025, Last Modified: 13 Jun 2025
- UAI 2025 Poster
- Readers: Everyone
Dependent Randomized Rounding for Budget Constrained Experimental Design
Khurram Yamin, Edward Kennedy, Bryan Wilder
- Published: 07 May 2025, Last Modified: 13 Jun 2025
- UAI 2025 Poster
- Readers: Everyone
Probabilistic Graph Circuits: Deep Generative Models for Tractable Probabilistic Inference over Graphs
Milan Papez, Martin Rektoris, Vaclav Smidl, Tomáš Pevný
- Published: 07 May 2025, Last Modified: 13 Jun 2025
- UAI 2025 Poster
- Readers: Everyone
A Probabilistic Neuro-symbolic Layer for Algebraic Constraint Satisfaction
Leander Kurscheidt, Paolo Morettin, Roberto Sebastiani, Andrea Passerini, Antonio Vergari
- Published: 07 May 2025, Last Modified: 13 Jun 2025
- UAI 2025 Oral
- Readers: Everyone
Conformal Prediction for Federated Graph Neural Networks with Missing Neighbor Information
Ömer Faruk Akgül, Rajgopal Kannan, Viktor Prasanna
- Published: 07 May 2025, Last Modified: 13 Jun 2025
- UAI 2025 Poster
- Readers: Everyone
Causal Effect Identification in Heterogeneous Environments from Higher-Order Moments
Yaroslav Kivva, Sina Akbari, Saber Salehkaleybar, Negar Kiyavash
- Published: 07 May 2025, Last Modified: 13 Jun 2025
- UAI 2025 Poster
- Readers: Everyone
MSP-SR: Multi-Stage Probabilistic Generative Super Resolution with Scarce High-Resolution Data
Ruike Zhu, Matthew Charles Weston, Hanwen Zhang, Arindam Banerjee
- Published: 07 May 2025, Last Modified: 13 Jun 2025
- UAI 2025 Poster
- Readers: Everyone