UAI 2024 Conference Submissions

Towards Bounding Causal Effects under Markov Equivalence
Alexis Bellot
- Published: 26 Apr 2024, Last Modified: 15 Jul 2024
- UAI 2024 oral
- Readers: Everyone
Two Facets of SDE Under an Information-Theoretic Lens: Generalization of SGD via Training Trajectories and via Terminal States
Ziqiao Wang, Yongyi Mao
- Published: 26 Apr 2024, Last Modified: 15 Jul 2024
- UAI 2024 poster
- Readers: Everyone
Inference for Optimal Linear Treatment Regimes in Personalized Decision-making
Yuwen Cheng, Shu Yang
- Published: 26 Apr 2024, Last Modified: 15 Jul 2024
- UAI 2024 oral
- Readers: Everyone
ContextFlow++: Generalist-Specialist Flow-based Generative Models with Mixed-variable Context Encoding
Denis A Gudovskiy, Tomoyuki Okuno, Yohei Nakata
- Published: 26 Apr 2024, Last Modified: 15 Jul 2024
- UAI 2024 poster
- Readers: Everyone
Online Policy Optimization for Robust Markov Decision Process
Jing Dong, Jingwei Li, Baoxiang Wang, Jingzhao Zhang
- Published: 26 Apr 2024, Last Modified: 15 Jul 2024
- UAI 2024 poster
- Readers: Everyone
Hybrid CtrlFormer: Learning Adaptive Search Space Partition for Hybrid Action Control via Transformer-based Monte Carlo Tree Search
Jiashun Liu, Xiaotian Hao, Jianye HAO, YAN ZHENG, Yujing Hu, Changjie Fan, Tangjie Lv, Zhipeng Hu
- Published: 26 Apr 2024, Last Modified: 15 Jul 2024
- UAI 2024 poster
- Readers: Everyone
Calibrated and Conformal Propensity Scores for Causal Effect Estimation
Shachi Deshpande, Volodymyr Kuleshov
- Published: 26 Apr 2024, Last Modified: 15 Jul 2024
- UAI 2024 poster
- Readers: Everyone
Differentiable Pareto-Smoothed Weighting for High-Dimensional Heterogeneous Treatment Effect Estimation
Yoichi Chikahara, Kansei Ushiyama
- Published: 26 Apr 2024, Last Modified: 15 Jul 2024
- UAI 2024 poster
- Readers: Everyone
Neighbor Similarity and Multimodal Alignment based Product Recommendation Study
Zhiqiang Zhang, Yongqiang Jiang, Qian Gao, Zhipeng Wang
- Published: 26 Apr 2024, Last Modified: 15 Jul 2024
- UAI 2024 poster
- Readers: Everyone
Towards Minimax Optimality of Model-based Robust Reinforcement Learning
Pierre Clavier, Erwan Le Pennec, Matthieu Geist
- Published: 26 Apr 2024, Last Modified: 15 Jul 2024
- UAI 2024 oral
- Readers: Everyone
Efficient Monte Carlo Tree Search via On-the-Fly State-Conditioned Action Abstraction
Yunhyeok Kwak, Inwoo Hwang, Dooyoung Kim, Sanghack Lee, Byoung-Tak Zhang
- Published: 26 Apr 2024, Last Modified: 15 Jul 2024
- UAI 2024 oral
- Readers: Everyone
BanditQ:Fair Bandits with Guaranteed Rewards
Abhishek Sinha
- Published: 26 Apr 2024, Last Modified: 15 Jul 2024
- UAI 2024 poster
- Readers: Everyone
Learning from Crowds with Dual-View K-Nearest Neighbor
Jiao Li, Liangxiao Jiang, Xue Wu, Wenjun Zhang
- Published: 26 Apr 2024, Last Modified: 15 Jul 2024
- UAI 2024 poster
- Readers: Everyone
Fast Reliability Estimation for Neural Networks with Adversarial Attack-Driven Importance Sampling
Karim TIT, Teddy Furon
- Published: 26 Apr 2024, Last Modified: 15 Jul 2024
- UAI 2024 poster
- Readers: Everyone
Inference in Probabilistic Answer Set Programs with Imprecise Probabilities via Optimization
Damiano Azzolini, Fabrizio Riguzzi
- Published: 26 Apr 2024, Last Modified: 15 Jul 2024
- UAI 2024 oral
- Readers: Everyone
SMuCo: Reinforcement Learning for Visual Control via Sequential Multi-view Total Correlation
Tong Cheng, Hang Dong, Lu Wang, Bo Qiao, Qingwei Lin, Saravan Rajmohan, Thomas Moscibroda
- Published: 26 Apr 2024, Last Modified: 15 Jul 2024
- UAI 2024 poster
- Readers: Everyone
Partial Identification with Proxy of Latent Confoundings via Sum-of-ratios Fractional Programming
Zhiheng Zhang, Xinyan Su
- Published: 26 Apr 2024, Last Modified: 15 Jul 2024
- UAI 2024 poster
- Readers: Everyone
Trusted re-weighting for label distribution learning
Zhuoran Zheng, Chen Wu, YEYING JIN, Xiuyi Jia
- Published: 26 Apr 2024, Last Modified: 15 Jul 2024
- UAI 2024 poster
- Readers: Everyone
Low-rank Matrix Bandits with Heavy-tailed Rewards
Yue Kang, Cho-Jui Hsieh, Thomas Lee
- Published: 26 Apr 2024, Last Modified: 15 Jul 2024
- UAI 2024 poster
- Readers: Everyone
Graph Feedback Bandits with Similar Arms
Han Qi, Guo Fei, Li Zhu
- Published: 26 Apr 2024, Last Modified: 15 Jul 2024
- UAI 2024 spotlight
- Readers: Everyone
Decentralized Online Learning in General-Sum Stackelberg Games
Yaolong Yu, Haipeng Chen
- Published: 26 Apr 2024, Last Modified: 15 Jul 2024
- UAI 2024 poster
- Readers: Everyone
Consistency Regularization for Domain Generalization with Logit Attribution Matching
Han Gao, Kaican Li, Weiyan Xie, Zhi LIN, Yongxiang Huang, Luning Wang, Caleb Chen Cao, Nevin L. Zhang
- Published: 26 Apr 2024, Last Modified: 15 Jul 2024
- UAI 2024 poster
- Readers: Everyone
DistriBlock: Identifying adversarial audio samples by leveraging characteristics of the output distribution
Matias Patricio Pizarro Bustamante, Dorothea Kolossa, Asja Fischer
- Published: 26 Apr 2024, Last Modified: 29 Jul 2024
- UAI 2024 poster
- Readers: Everyone
RE-SORT: Removing Spurious Correlation in Multilevel Interaction for CTR Prediction
Songli Wu, Liang Du, Jia-Qi Yang, Yuai Wang, De-Chuan Zhan, SHUANG ZHAO, Zixun Sun
- Published: 26 Apr 2024, Last Modified: 15 Jul 2024
- UAI 2024 poster
- Readers: Everyone
Learning Topological Representations with Bidirectional Graph Attention Network for Solving Job Shop Scheduling Problem
Cong Zhang, Zhiguang Cao, Yaoxin Wu, Wen Song, Jing Sun
- Published: 26 Apr 2024, Last Modified: 15 Jul 2024
- UAI 2024 poster
- Readers: Everyone