UAI 2024 Conference Submissions

Pure Exploration in Asynchronous Federated Bandits
Zichen Wang, Chuanhao Li, chenyu song, Lianghui Wang, Quanquan Gu, Huazheng Wang
- Published: 26 Apr 2024, Last Modified: 15 Jul 2024
- UAI 2024 poster
- Readers: Everyone
To smooth a cloud or to pin it down: Expressiveness guarantees and insights on score matching in denoising diffusion models
Teodora Reu, Francisco Vargas, Anna Kerekes, Michael M. Bronstein
- Published: 26 Apr 2024, Last Modified: 15 Jul 2024
- UAI 2024 poster
- Readers: Everyone
Discrete Probabilistic Inference as Control in Multi-path Environments
Tristan Deleu, Padideh Nouri, Nikolay Malkin, Doina Precup, Yoshua Bengio
- Published: 26 Apr 2024, Last Modified: 15 Jul 2024
- UAI 2024 poster
- Readers: Everyone
Approximation Algorithms for Observer Aware MDPs
Shuwa Miura, Olivier Buffet, Shlomo Zilberstein
- Published: 26 Apr 2024, Last Modified: 15 Jul 2024
- UAI 2024 poster
- Readers: Everyone
Multi-fidelity Bayesian Optimization with Multiple Information Sources of Input-dependent Fidelity
Mingzhou Fan, Byung-Jun Yoon, Edward Dougherty, Francis Alexander, Nathan Urban, Raymundo Arroyave, Xiaoning Qian
- Published: 26 Apr 2024, Last Modified: 15 Jul 2024
- UAI 2024 poster
- Readers: Everyone
Characterizing Data Point Vulnerability as Average-Case Robustness
Tessa Han, Suraj Srinivas, Himabindu Lakkaraju
- Published: 26 Apr 2024, Last Modified: 15 Jul 2024
- UAI 2024 poster
- Readers: Everyone
Conditional Bayesian Quadrature
Zonghao Chen, Masha Naslidnyk, Arthur Gretton, Francois-Xavier Briol
- Published: 26 Apr 2024, Last Modified: 15 Jul 2024
- UAI 2024 poster
- Readers: Everyone
Model-Free Robust Reinforcement Learning with Sample Complexity Analysis
Yudan Wang, Shaofeng Zou, Yue Wang
- Published: 26 Apr 2024, Last Modified: 15 Jul 2024
- UAI 2024 poster
- Readers: Everyone
Neural Optimal Transport with Lagrangian Costs
Aram-Alexandre Pooladian, Carles Domingo-Enrich, Ricky T. Q. Chen, Brandon Amos
- Published: 26 Apr 2024, Last Modified: 15 Jul 2024
- UAI 2024 poster
- Readers: Everyone
Adjustment Identification Distance: A gadjid for Causal Structure Learning
Leonard Henckel, Theo Würtzen, Sebastian Weichwald
- Published: 26 Apr 2024, Last Modified: 15 Jul 2024
- UAI 2024 poster
- Readers: Everyone
Center-Based Relaxed Learning Against Membership Inference Attacks
Xingli Fang, Jung-Eun Kim
- Published: 26 Apr 2024, Last Modified: 15 Jul 2024
- UAI 2024 poster
- Readers: Everyone
Probabilistic reconciliation of mixed-type hierarchical time series
Lorenzo Zambon, Dario Azzimonti, Nicolò Rubattu, Giorgio Corani
- Published: 26 Apr 2024, Last Modified: 15 Jul 2024
- UAI 2024 poster
- Readers: Everyone
Bootstrap Your Conversions: Thompson Sampling for Partially Observable Delayed Rewards
Marco Gigli, Fabio Stella
- Published: 26 Apr 2024, Last Modified: 15 Jul 2024
- UAI 2024 poster
- Readers: Everyone
Transductive and Inductive Outlier Detection with Robust Autoencoders
Ofir Lindenbaum, Yariv Aizenbud, Yuval Kluger
- Published: 26 Apr 2024, Last Modified: 15 Jul 2024
- UAI 2024 poster
- Readers: Everyone
On Hardware-efficient Inference in Probabilistic Circuits
Lingyun Yao, Martin Trapp, Jelin Leslin, Gaurav Singh, Peng Zhang, Karthekeyan Periasamy, Martin Andraud
- Published: 26 Apr 2024, Last Modified: 15 Jul 2024
- UAI 2024 poster
- Readers: Everyone
Adaptive Time-Stepping Schedules for Diffusion Models
Yuzhu Chen, Fengxiang He, Shi Fu, Xinmei Tian, Dacheng Tao
- Published: 26 Apr 2024, Last Modified: 15 Jul 2024
- UAI 2024 poster
- Readers: Everyone
Posterior Inference on Shallow Infinitely Wide Bayesian Neural Networks under Weights with Unbounded Variance
Jorge Loria, Anindya Bhadra
- Published: 26 Apr 2024, Last Modified: 15 Jul 2024
- UAI 2024 poster
- Readers: Everyone
Learning relevant contextual variables within Bayesian optimization
Julien Martinelli, Ayush Bharti, Armi Tiihonen, S. T. John, Louis Filstroff, Sabina J. Sloman, Patrick Rinke, Samuel Kaski
- Published: 26 Apr 2024, Last Modified: 15 Jul 2024
- UAI 2024 poster
- Readers: Everyone
Statistical and Causal Robustness for Causal Null Hypothesis Tests
Junhui Yang, Rohit Bhattacharya, Youjin Lee, Ted Westling
- Published: 26 Apr 2024, Last Modified: 15 Jul 2024
- UAI 2024 oral
- Readers: Everyone
Anomaly Detection with Variance Stabilized Density Estimation
Amit Rozner, Barak Battash, Henry Li, Lior Wolf, Ofir Lindenbaum
- Published: 26 Apr 2024, Last Modified: 15 Jul 2024
- UAI 2024 poster
- Readers: Everyone
Base Models for Parabolic Partial Differential Equations
Xingzi Xu, Ali Hasan, Jie Ding, Vahid Tarokh
- Published: 26 Apr 2024, Last Modified: 15 Jul 2024
- UAI 2024 poster
- Readers: Everyone
Cooperative Meta-Learning with Gradient Augmentation
Jongyun Shin, seungjin Han, Jangho Kim
- Published: 26 Apr 2024, Last Modified: 15 Jul 2024
- UAI 2024 poster
- Readers: Everyone
Label Consistency-based Worker Filtering for Crowdsourcing
Jiao Li, Liangxiao Jiang, Chaoqun Li, Wenjun Zhang
- Published: 26 Apr 2024, Last Modified: 15 Jul 2024
- UAI 2024 poster
- Readers: Everyone
Reflected Schr\"odinger Bridge for Constrained Generative Modeling
Wei Deng, Yu Chen, Nicole Tianjiao Yang, Hengrong Du, Qi Feng, Ricky T. Q. Chen
- Published: 26 Apr 2024, Last Modified: 15 Jul 2024
- UAI 2024 oral
- Readers: Everyone
Patch-Prompt Aligned Bayesian Prompt Tuning for Vision-Language Models
Xinyang Liu, Dongsheng Wang, Bowei Fang, Miaoge Li, Yishi Xu, Zhibin Duan, Bo Chen, Mingyuan Zhou
- Published: 26 Apr 2024, Last Modified: 15 Jul 2024
- UAI 2024 poster
- Readers: Everyone