UAI 2025 Conference Submissions

InfoDPCCA: Information-Theoretic Dynamic Probabilistic Canonical Correlation Analysis
Shiqin Tang, Shujian Yu
- Published: 07 May 2025, Last Modified: 13 Jun 2025
- UAI 2025 Poster
- Readers: Everyone
Hindsight Merging: Diverse Data Generation with Language Models
Veniamin Veselovsky, Benedikt Stroebl, Gianluca Bencomo, Dilip Arumugam, Lisa Schut, Arvind Narayanan, Thomas L. Griffiths
- Published: 07 May 2025, Last Modified: 16 Jun 2025
- UAI 2025 Poster
- Readers: Everyone
SALSA: A Secure, Adaptive and Label-Agnostic Scalable Algorithm for Machine Unlearning
Owais Makroo, Atif Hassan, Swanand Khare
- Published: 07 May 2025, Last Modified: 13 Jun 2025
- UAI 2025 Poster
- Readers: Everyone
Causal Inference amid Missingness-Specific Independences and Mechanism Shifts
Johan de Aguas, Leonard Henckel, Johan Pensar, Guido Biele
- Published: 07 May 2025, Last Modified: 13 Jun 2025
- UAI 2025 Poster
- Readers: Everyone
CP$^2$: Leveraging Geometry for Conformal Prediction via Canonicalization
Putri A Van der Linden, Alexander Timans, Erik J Bekkers
- Published: 07 May 2025, Last Modified: 13 Jun 2025
- UAI 2025 Poster
- Readers: Everyone
SPvR: Structured Pruning via Ranking
Atif Hassan, Jiaul H. Paik, Swanand Khare
- Published: 07 May 2025, Last Modified: 01 Jul 2025
- UAI 2025 Poster
- Readers: Everyone
Proximal Interacting Particle Langevin Algorithms
Paula Cordero Encinar, Francesca Romana Crucinio, O. Deniz Akyildiz
- Published: 07 May 2025, Last Modified: 13 Jun 2025
- UAI 2025 Oral
- Readers: Everyone
Stein Variational Evolution Strategies
Cornelius V. Braun, Robert Tjarko Lange, Marc Toussaint
- Published: 07 May 2025, Last Modified: 13 Jun 2025
- UAI 2025 Oral
- Readers: Everyone
ELBO, regularized maximum likelihood, and their common one-sample approximation for training stochastic neural networks
Sina Däubener, Simon Damm, Asja Fischer
- Published: 07 May 2025, Last Modified: 17 Jun 2025
- UAI 2025 Poster
- Readers: Everyone
Lower Bounds on the Size of Markov Equivalence Classes
Erik L Jahn, Frederick Eberhardt, Leonard Schulman
- Published: 07 May 2025, Last Modified: 13 Jun 2025
- UAI 2025 Poster
- Readers: Everyone
Dynamic Maintenance of Kernel Density Estimation Data Structure: From Practice to Theory
Jiehao Liang, Zhao Song, Zhaozhuo Xu, Junze Yin, Danyang Zhuo
- Published: 07 May 2025, Last Modified: 13 Jun 2025
- UAI 2025 Poster
- Readers: Everyone
Concept Forgetting via Label Annealing
Subhodip Panda, Ananda Theertha Suresh, Atri Guha, Prathosh AP
- Published: 07 May 2025, Last Modified: 13 Jun 2025
- UAI 2025 Poster
- Readers: Everyone
Aggregating Data for Optimal Learning
Sushant Agarwal, Yukti Makhija, Rishi Saket, Aravindan Raghuveer
- Published: 07 May 2025, Last Modified: 13 Jun 2025
- UAI 2025 Oral
- Readers: Everyone
Reparameterizing Hybrid Markov Logic Networks to handle Covariate-Shift in Representations
Anup Shakya, Abisha Thapa Magar, Somdeb Sarkhel, Deepak Venugopal
- Published: 07 May 2025, Last Modified: 13 Jun 2025
- UAI 2025 Poster
- Readers: Everyone
Improving Graph Contrastive Learning with Community Structure
Xiang Chen, Kun Yue, Liang Duan, Lixing Yu
- Published: 07 May 2025, Last Modified: 13 Jun 2025
- UAI 2025 Poster
- Readers: Everyone
ODD: Overlap-aware Estimation of Model Performance under Distribution Shift
Aayush Mishra, Anqi Liu
- Published: 07 May 2025, Last Modified: 13 Jun 2025
- UAI 2025 Poster
- Readers: Everyone
On Continuous Monitoring of Risk Violations under Unknown Shift
Alexander Timans, Rajeev Verma, Eric Nalisnick, Christian A. Naesseth
- Published: 07 May 2025, Last Modified: 13 Jun 2025
- UAI 2025 Poster
- Readers: Everyone
Pure and Strong Nash Equilibrium Computation in Compactly Representable Aggregate Games
Jared Soundy, Mohammad T. Irfan, Hau Chan
- Published: 07 May 2025, Last Modified: 13 Jun 2025
- UAI 2025 Poster
- Readers: Everyone
Computationally Efficient Methods for Invariant Feature Selection with Sparsity
Jane Du, Arindam Banerjee
- Published: 07 May 2025, Last Modified: 13 Jun 2025
- UAI 2025 Poster
- Readers: Everyone
A Trajectory-Based Bayesian Approach to Multi-Objective Hyperparameter Optimization with Epoch-Aware Trade-Offs
Wenyu Wang, Zheyi Fan, Szu Hui Ng
- Published: 07 May 2025, Last Modified: 13 Jun 2025
- UAI 2025 Oral
- Readers: Everyone
Asymptotically Optimal Linear Best Feasible Arm Identification with Fixed Budget
Jie Bian, Vincent Y. F. Tan
- Published: 07 May 2025, Last Modified: 13 Jun 2025
- UAI 2025 Poster
- Readers: Everyone
Using Submodular Optimization to Approximate Minimum-Size Abductive Path Explanations for Tree-Based Models
Louenas Bounia
- Published: 07 May 2025, Last Modified: 13 Jun 2025
- UAI 2025 Poster
- Readers: Everyone
Collaborative Prediction: To Join or To Disjoin Datasets
Kyung Rok Kim, Yansong Wang, Xiaocheng Li, Guanting Chen
- Published: 07 May 2025, Last Modified: 13 Jun 2025
- UAI 2025 Poster
- Readers: Everyone
Weak to Strong Learning from Aggregate Labels
Yukti Makhija, Rishi Saket
- Published: 07 May 2025, Last Modified: 13 Jun 2025
- UAI 2025 Poster
- Readers: Everyone
Augmenting Online RL with Offline Data is All You Need: A Unified Hybrid RL Algorithm Design and Analysis
Ruiquan Huang, Donghao Li, Chengshuai Shi, Cong Shen, Jing Yang
- Published: 07 May 2025, Last Modified: 13 Jun 2025
- UAI 2025 Poster
- Readers: Everyone