UAI 2024 Conference Submissions

Identifying Causal Changes Between Linear Structural Equation Models
Vineet Malik, Kevin Bello, Asish Ghoshal, Jean Honorio
- Published: 26 Apr 2024, Last Modified: 15 Jul 2024
- UAI 2024 poster
- Readers: Everyone
General Markov Model for Solving Patrolling Games
Andrzej Nagórko, Michał Tomasz Godziszewski, Marcin Waniek, Barbara Rosiak, Małgorzata Róg, Tomasz Paweł Michalak
- Published: 26 Apr 2024, Last Modified: 15 Jul 2024
- UAI 2024 poster
- Readers: Everyone
Probabilities of Causation for Continuous and Vector Variables
Yuta Kawakami, manabu kuroki, Jin Tian
- Published: 26 Apr 2024, Last Modified: 15 Jul 2024
- UAI 2024 poster
- Readers: Everyone
FedAST: Federated Asynchronous Simultaneous Training
Baris Askin, Pranay Sharma, Carlee Joe-Wong, Gauri Joshi
- Published: 26 Apr 2024, Last Modified: 15 Jul 2024
- UAI 2024 poster
- Readers: Everyone
A Homogenization Approach for Gradient-Dominated Stochastic Optimization
Jiyuan Tan, Chenyu Xue, Chuwen Zhang, Qi Deng, Dongdong Ge, Yinyu Ye
- Published: 26 Apr 2024, Last Modified: 15 Jul 2024
- UAI 2024 poster
- Readers: Everyone
Optimizing Language Models for Human Preferences is a Causal Inference Problem
Victoria Lin, Eli Ben-Michael, Louis-Philippe Morency
- Published: 26 Apr 2024, Last Modified: 15 Jul 2024
- UAI 2024 poster
- Readers: Everyone
Adaptive Softmax Trees for Many-Class Classification
Rasul Kairgeldin, Magzhan Gabidolla, Miguel Á. Carreira-Perpiñán
- Published: 26 Apr 2024, Last Modified: 15 Jul 2024
- UAI 2024 poster
- Readers: Everyone
ILP-FORMER: Solving Integer Linear Programming with Sequence to Multi-Label Learning
Shufeng Kong, Caihua Liu, Carla P Gomes
- Published: 26 Apr 2024, Last Modified: 15 Jul 2024
- UAI 2024 poster
- Readers: Everyone
Efficient Interactive Maximization of BP and Weakly Submodular Objectives
Adhyyan Narang, Omid Sadeghi, Lillian J. Ratliff, Maryam Fazel, Jeff Bilmes
- Published: 26 Apr 2024, Last Modified: 15 Jul 2024
- UAI 2024 poster
- Readers: Everyone
On Overcoming Miscalibrated Conversational Priors in LLM-based ChatBots
Christine Herlihy, Jennifer Neville, Tobias Schnabel, Adith Swaminathan
- Published: 26 Apr 2024, Last Modified: 15 Jul 2024
- UAI 2024 poster
- Readers: Everyone
Recursively-Constrained Partially Observable Markov Decision Processes
Qi Heng Ho, Tyler Becker, Benjamin Kraske, Zakariya Laouar, Martin S. Feather, Federico Rossi, Morteza Lahijanian, Zachary N Sunberg
- Published: 26 Apr 2024, Last Modified: 15 Jul 2024
- UAI 2024 oral
- Readers: Everyone
Power Mean Estimation in Stochastic Monte-Carlo Tree Search
Tuan Quang Dam, Odalric-Ambrym Maillard, Emilie Kaufmann
- Published: 26 Apr 2024, Last Modified: 15 Jul 2024
- UAI 2024 poster
- Readers: Everyone
Optimization Framework for Semi-supervised Attributed Graph Coarsening
Manoj Kumar, Subhanu Halder, Archit Kane, Ruchir Gupta, Sandeep Kumar
- Published: 26 Apr 2024, Last Modified: 15 Jul 2024
- UAI 2024 poster
- Readers: Everyone
On Convergence of Federated Averaging Langevin Dynamics
Wei Deng, Qian Zhang, Yian Ma, Zhao Song, Guang Lin
- Published: 26 Apr 2024, Last Modified: 15 Jul 2024
- UAI 2024 poster
- Readers: Everyone
Masking the Unknown: Leveraging Masked Samples for Enhanced Data Augmentation
Xun Yao, Zijian Huang, Xinrong Hu, JACK Yang, Yi Guo
- Published: 26 Apr 2024, Last Modified: 15 Jul 2024
- UAI 2024 poster
- Readers: Everyone
Active Learning Framework for Incomplete Networks
Tung Khong, Cong Tran, Cuong Pham
- Published: 26 Apr 2024, Last Modified: 15 Jul 2024
- UAI 2024 poster
- Readers: Everyone
Hidden Population Estimation with Indirect Inference and Auxiliary Information
Justin David Naggar Weltz, Eric Laber, Alexander Volfovsky
- Published: 26 Apr 2024, Last Modified: 15 Jul 2024
- UAI 2024 spotlight
- Readers: Everyone
Decision-Focused Evaluation of Worst-Case Distribution Shift
Kevin Ren, Yewon Byun, Bryan Wilder
- Published: 26 Apr 2024, Last Modified: 15 Jul 2024
- UAI 2024 poster
- Readers: Everyone
Privacy-Aware Randomized Quantization via Linear Programming
Zhongteng Cai, Xueru Zhang, Mohammad Mahdi Khalili
- Published: 26 Apr 2024, Last Modified: 15 Jul 2024
- UAI 2024 poster
- Readers: Everyone
A General Identification Algorithm For Data Fusion Problems Under Systematic Selection
Jaron J.R. Lee, AmirEmad Ghassami, Ilya Shpitser
- Published: 26 Apr 2024, Last Modified: 15 Jul 2024
- UAI 2024 oral
- Readers: Everyone
Support Recovery in Sparse PCA with General Missing Data
Hanbyul Lee, Qifan Song, Jean Honorio
- Published: 26 Apr 2024, Last Modified: 15 Jul 2024
- UAI 2024 oral
- Readers: Everyone
Understanding Pathologies of Deep Heteroskedastic Regression
Eliot Wong-Toi, Alex James Boyd, Vincent Fortuin, Stephan Mandt
- Published: 26 Apr 2024, Last Modified: 15 Jul 2024
- UAI 2024 oral
- Readers: Everyone
Response Time Improves Gaussian Process Models for Perception and Preferences
Michael Shvartsman, Benjamin Letham, Eytan Bakshy, Stephen L Keeley
- Published: 26 Apr 2024, Last Modified: 15 Jul 2024
- UAI 2024 poster
- Readers: Everyone
α-Former: Local-Feature-Aware (L-FA) Transformer
Zhi Xu, Bin Sun, Yue Bai, Yun Fu
- Published: 26 Apr 2024, Last Modified: 15 Jul 2024
- UAI 2024 poster
- Readers: Everyone
End-to-End Learning for Fair Multiobjective Optimization Under Uncertainty
My H Dinh, James Kotary, Ferdinando Fioretto
- Published: 26 Apr 2024, Last Modified: 15 Jul 2024
- UAI 2024 poster
- Readers: Everyone