UAI 2024 Conference Submissions

Pix2Code: Learning to Compose Neural Visual Concepts as Programs
Antonia Wüst, Wolfgang Stammer, Quentin Delfosse, Devendra Singh Dhami, Kristian Kersting
- Published: 26 Apr 2024, Last Modified: 15 Jul 2024
- UAI 2024 oral
- Readers: Everyone
Using Autodiff to Estimate Posterior Moments, Marginals and Samples
Sam Bowyer, Thomas Heap, Laurence Aitchison
- Published: 26 Apr 2024, Last Modified: 15 Jul 2024
- UAI 2024 poster
- Readers: Everyone
Faster Perfect Sampling of Bayesian Network Structures
Juha Harviainen, Mikko Koivisto
- Published: 26 Apr 2024, Last Modified: 15 Jul 2024
- UAI 2024 spotlight
- Readers: Everyone
Last-iterate Convergence Separation between Extra-gradient and Optimism in Constrained Periodic Games
Yi Feng, Ping Li, Ioannis Panageas, Xiao Wang
- Published: 26 Apr 2024, Last Modified: 15 Jul 2024
- UAI 2024 poster
- Readers: Everyone
Finite-Time Analysis of Three-Timescale Constrained Actor-Critic and Constrained Natural Actor-Critic Algorithms.
Prashansa Panda, Shalabh Bhatnagar
- Published: 26 Apr 2024, Last Modified: 15 Jul 2024
- UAI 2024 poster
- Readers: Everyone
Quantifying Local Model Validity using Active Learning
Sven Lämmle, Can Bogoclu, Robert Vosshall, Anselm Haselhoff, Dirk Roos
- Published: 26 Apr 2024, Last Modified: 15 Jul 2024
- UAI 2024 poster
- Readers: Everyone
Performative Reinforcement Learning in Gradually Shifting Environments
Ben Rank, Stelios Triantafyllou, Debmalya Mandal, Goran Radanovic
- Published: 26 Apr 2024, Last Modified: 15 Jul 2024
- UAI 2024 poster
- Readers: Everyone
Quantifying Representation Reliability in Self-Supervised Learning Models
Young-Jin Park, Hao Wang, Shervin Ardeshir, Navid Azizan
- Published: 26 Apr 2024, Last Modified: 15 Jul 2024
- UAI 2024 poster
- Readers: Everyone
Towards Scalable Bayesian Transformers: Investigating stochastic subset selection for NLP
Peter J.T. Kampen, Gustav R. S. Als, Michael Riis Andersen
- Published: 26 Apr 2024, Last Modified: 15 Jul 2024
- UAI 2024 poster
- Readers: Everyone
A Global Markov Property for Solutions of Stochastic Difference Equations and the corresponding Full Time Graphs
Tom Hochsprung, Jakob Runge, Andreas Gerhardus
- Published: 26 Apr 2024, Last Modified: 15 Jul 2024
- UAI 2024 poster
- Readers: Everyone
Analysis of Bootstrap and Subsampling in High-dimensional Regularized Regression
Lucas Clarté, Adrien Vandenbroucque, Guillaume Dalle, Bruno Loureiro, Florent Krzakala, Lenka Zdeborova
- Published: 26 Apr 2024, Last Modified: 15 Jul 2024
- UAI 2024 spotlight
- Readers: Everyone
Convergence Behavior of an Adversarial Weak Supervision Method
Steven An, Sanjoy Dasgupta
- Published: 26 Apr 2024, Last Modified: 15 Jul 2024
- UAI 2024 spotlight
- Readers: Everyone
Cold-start Recommendation by Personalized Embedding Region Elicitation
Hieu Trung Nguyen, Duy Nguyen, Khoa D Doan, Viet Anh Nguyen
- Published: 26 Apr 2024, Last Modified: 15 Jul 2024
- UAI 2024 poster
- Readers: Everyone
Approximate Kernel Density Estimation under Metric-based Local Differential Privacy
Yi Zhou, Yanhao Wang, Long Teng, Qiang Huang, Cen Chen
- Published: 26 Apr 2024, Last Modified: 15 Jul 2024
- UAI 2024 poster
- Readers: Everyone
Memorization Capacity for Additive Fine-Tuning with Small ReLU Networks
Jy-yong Sohn, Dohyun Kwon, Seoyeon An, Kangwook Lee
- Published: 26 Apr 2024, Last Modified: 29 Jul 2024
- UAI 2024 poster
- Readers: Everyone
Revisiting Convergence of AdaGrad with Relaxed Assumptions
Yusu Hong, Junhong Lin
- Published: 26 Apr 2024, Last Modified: 15 Jul 2024
- UAI 2024 poster
- Readers: Everyone
Random Linear Projections Loss for Hyperplane-Based Optimization in Neural Networks
Shyam Venkatasubramanian, Ahmed Aloui, Vahid Tarokh
- Published: 26 Apr 2024, Last Modified: 15 Jul 2024
- UAI 2024 poster
- Readers: Everyone
Quantum Kernelized Bandits
Yasunari Hikima, Kazunori.Murao, Sho Takemori, Yuhei Umeda
- Published: 26 Apr 2024, Last Modified: 15 Jul 2024
- UAI 2024 poster
- Readers: Everyone
EntProp: High Entropy Propagation for Improving Accuracy and Robustness
Shohei Enomoto
- Published: 26 Apr 2024, Last Modified: 15 Jul 2024
- UAI 2024 poster
- Readers: Everyone
Bias-aware Boolean Matrix Factorization Using Disentangled Representation Learning
Xiao Wang, Jia Wang, Tong Zhao, Yijie Wang, Nan Zhang, Yong Zang, Sha Cao, Chi Zhang
- Published: 26 Apr 2024, Last Modified: 15 Jul 2024
- UAI 2024 poster
- Readers: Everyone
Fair Active Learning in Low-Data Regimes
Romain Camilleri, Andrew Wagenmaker, Kevin Jamieson, Lalit K Jain, Jamie Heather Morgenstern
- Published: 26 Apr 2024, Last Modified: 15 Jul 2024
- UAI 2024 poster
- Readers: Everyone
Investigating the Impact of Model Width and Density on Generalization in Presence of Label Noise
Yihao Xue, Kyle Whitecross, Baharan Mirzasoleiman
- Published: 26 Apr 2024, Last Modified: 15 Jul 2024
- UAI 2024 spotlight
- Readers: Everyone
GCVR: Reconstruction from Cross-View Enable Sufficient and Robust Graph Contrastive Learning
Qianlong Wen, Zhongyu Ouyang, Chunhui Zhang, Yiyue Qian, Chuxu Zhang, Yanfang Ye
- Published: 26 Apr 2024, Last Modified: 15 Jul 2024
- UAI 2024 poster
- Readers: Everyone
Decentralized Two-Sided Bandit Learning in Matching Market
YiRui Zhang, Zhixuan Fang
- Published: 26 Apr 2024, Last Modified: 15 Jul 2024
- UAI 2024 poster
- Readers: Everyone
Identifying Homogeneous and Interpretable Groups for Conformal Prediction
Natalia Martinez, Dhaval C Patel, Chandra Reddy, Giridhar Ganapavarapu, Roman Vaculin, Jayant Kalagnanam
- Published: 26 Apr 2024, Last Modified: 15 Jul 2024
- UAI 2024 poster
- Readers: Everyone