UAI 2025 Conference Submissions

FeDCM: Federated Learning of Deep Causal Generative Models
Md Musfiqur Rahman, Murat Kocaoglu
- Published: 07 May 2025, Last Modified: 13 Jun 2025
- UAI 2025 Poster
- Readers: Everyone
Residual Reweighted Conformal Prediction for Graph Neural Networks
Zheng Zhang, Jie Bao, Zhixin Zhou, nicolo colombo, Lixin Cheng, Rui Luo
- Published: 07 May 2025, Last Modified: 13 Jun 2025
- UAI 2025 Poster
- Readers: Everyone
Conformal Prediction without Nonconformity Scores
Jonas Hanselle, Alireza Javanmardi, Tobias Florin Oberkofler, Yusuf Sale, Eyke Hüllermeier
- Published: 07 May 2025, Last Modified: 13 Jun 2025
- UAI 2025 Poster
- Readers: Everyone
Learning with Confidence
Oliver Ethan Richardson
- Published: 07 May 2025, Last Modified: 13 Jun 2025
- UAI 2025 Oral
- Readers: Everyone
LoSAM: Local Search in Additive Noise Models with Mixed Mechanisms and General Noise for Global Causal Discovery
Sujai Hiremath, PROMIT GHOSAL, Kyra Gan
- Published: 07 May 2025, Last Modified: 13 Jun 2025
- UAI 2025 Poster
- Readers: Everyone
Flow-Based Delayed Hawkes Process
Chao Yang, Wendi Ren, Shuang Li
- Published: 07 May 2025, Last Modified: 13 Jun 2025
- UAI 2025 Poster
- Readers: Everyone
Provably Adaptive Average Reward Reinforcement Learning for Metric Spaces
Avik Kar, Rahul Singh
- Published: 07 May 2025, Last Modified: 13 Jun 2025
- UAI 2025 Poster
- Readers: Everyone
Learning Algorithms for Multiple Instance Regression
Aaryan Gupta, Rishi Saket
- Published: 07 May 2025, Last Modified: 13 Jun 2025
- UAI 2025 Poster
- Readers: Everyone
Efficient Algorithms for Logistic Contextual Slate Bandits with Bandit Feedback
Tanmay Goyal, Gaurav Sinha
- Published: 07 May 2025, Last Modified: 13 Jun 2025
- UAI 2025 Poster
- Readers: Everyone
Beyond Sin-Squared Error: Linear Time Entrywise Uncertainty Quantification for Streaming PCA
Syamantak Kumar, Shourya Pandey, Purnamrita Sarkar
- Published: 07 May 2025, Last Modified: 13 Jun 2025
- UAI 2025 Poster
- Readers: Everyone
RCAP: Robust, Class-Aware, Probabilistic Dynamic Dataset Pruning
Atif Hassan, Swanand Khare, Jiaul H. Paik
- Published: 07 May 2025, Last Modified: 13 Jun 2025
- UAI 2025 Poster
- Readers: Everyone
Approximate Bayesian Inference via Bitstring Representations
Aleksanteri Sladek, Martin Trapp, Arno Solin
- Published: 07 May 2025, Last Modified: 13 Jun 2025
- UAI 2025 Poster
- Readers: Everyone
Multi-armed Bandits with Missing Outcomes
Ilia Mahrooghi, Mahshad Moradi, Sina Akbari, Negar Kiyavash
- Published: 07 May 2025, Last Modified: 17 Jun 2025
- UAI 2025 Poster
- Readers: Everyone
MindFlayer SGD: Efficient Parallel SGD in the Presence of Heterogeneous and Random Worker Compute Times
Arto Maranjyan, Omar Shaikh Omar, Peter Richtárik
- Published: 07 May 2025, Last Modified: 13 Jun 2025
- UAI 2025 Poster
- Readers: Everyone
Causal Models for Growing Networks
Gecia Bravo-Hermsdorff, Kayvan Sadeghi, Lee M. Gunderson
- Published: 07 May 2025, Last Modified: 01 Jul 2025
- UAI 2025 Poster
- Readers: Everyone
Offline Changepoint Detection With Gaussian Processes
Janneke Verbeek, Tom Heskes, Yuliya Shapovalova
- Published: 07 May 2025, Last Modified: 26 Jun 2025
- UAI 2025 Poster
- Readers: Everyone
Partial-Label Learning with Conformal Candidate Cleaning
Tobias Fuchs, Florian Kalinke
- Published: 07 May 2025, Last Modified: 13 Jun 2025
- UAI 2025 Poster
- Readers: Everyone
Exploring Exploration in Bayesian Optimization
Leonard Papenmeier, Nuojin Cheng, Stephen Becker, Luigi Nardi
- Published: 07 May 2025, Last Modified: 13 Jun 2025
- UAI 2025 Poster
- Readers: Everyone
Contrast-CAT: Contrasting Activations for Enhanced Interpretability in Transformer-based Text Classifiers
Sungmin Han, Jeonghyun Lee, Sangkyun Lee
- Published: 07 May 2025, Last Modified: 13 Jun 2025
- UAI 2025 Poster
- Readers: Everyone
ELF: Federated Langevin Algorithms with Primal, Dual and Bidirectional Compression
Avetik Karagulyan, Peter Richtárik
- Published: 07 May 2025, Last Modified: 13 Jun 2025
- UAI 2025 Poster
- Readers: Everyone
Fast Non-convex Matrix Sensing with Optimal Sample Complexity
Jian-Feng Cai, Tong Wu, Ruizhe Xia
- Published: 07 May 2025, Last Modified: 13 Jun 2025
- UAI 2025 Poster
- Readers: Everyone
Nonlinear Causal Discovery for Grouped Data
Konstantin Göbler, Tobias Windisch, Mathias Drton
- Published: 07 May 2025, Last Modified: 13 Jun 2025
- UAI 2025 Poster
- Readers: Everyone
Error Bounds for Physics-Informed Neural Networks in Fokker-Planck PDEs
Chun-Wei Kong, Luca Laurenti, Jay McMahon, Morteza Lahijanian
- Published: 07 May 2025, Last Modified: 13 Jun 2025
- UAI 2025 Poster
- Readers: Everyone
Expert-In-The-Loop Causal Discovery: Iterative Model Refinement Using Expert Knowledge
Ankur Ankan, Johannes Textor
- Published: 07 May 2025, Last Modified: 13 Jun 2025
- UAI 2025 Oral
- Readers: Everyone
On the Privacy Risks of Spiking Neural Networks: A Membership Inference Analysis
Junyi Guan, Abhijith Sharma, Chong Tian, Salem Lahlou
- Published: 07 May 2025, Last Modified: 13 Jun 2025
- UAI 2025 Poster
- Readers: Everyone