UAI 2023 Conference Submissions

Locally Regularized Sparse Graph by Fast Proximal Gradient Descent
Dongfang Sun, Yingzhen Yang
- Published: 08 May 2023, Last Modified: 26 Jun 2023
- UAI 2023
- Readers: Everyone
Inference for Probabilistic Dependency Graphs
Oliver Ethan Richardson, Joseph Halpern, Christopher De Sa
- Published: 08 May 2023, Last Modified: 26 Jun 2023
- UAI 2023
- Readers: Everyone
Efficient Learning of Minimax Risk Classifiers in High Dimensions
Kartheek Bondugula, Santiago Mazuelas, Aritz Pérez
- Published: 08 May 2023, Last Modified: 26 Jun 2023
- UAI 2023
- Readers: Everyone
Exact Count of Boundary Pieces of ReLU Classifiers: Towards the Proper Complexity Measure for Classification
Pawel Piwek, Adam Klukowski, Tianyang Hu
- Published: 08 May 2023, Last Modified: 26 Jun 2023
- UAI 2023
- Readers: Everyone
Best Arm Identification in Rare Events
Anirban Bhattacharjee, Sushant Vijayan, Sandeep Kumar Juneja
- Published: 08 May 2023, Last Modified: 26 Jun 2023
- UAI 2023
- Readers: Everyone
Heavy-tailed Linear Bandit with Huber Regression
Minhyun Kang, Gi-Soo Kim
- Published: 08 May 2023, Last Modified: 26 Jun 2023
- UAI 2023
- Readers: Everyone
SymNet 3.0: Exploiting Long-Range Influences in Learning Generalized Neural Policies for Relational MDPs
Vishal Sharma, Daman Arora, Mausam ., Parag Singla
- Published: 08 May 2023, Last Modified: 26 Jun 2023
- UAI 2023
- Readers: Everyone
Finding Invariant Predictors Efficiently via Causal Structure
Kenneth Lee, Md Musfiqur Rahman, Murat Kocaoglu
- Published: 08 May 2023, Last Modified: 26 Jun 2023
- UAI 2023
- Readers: Everyone
Robust Gaussian Process Regression with the Trimmed Marginal Likelihood
Daniel Andrade, Akiko Takeda
- Published: 08 May 2023, Last Modified: 26 Jun 2023
- UAI 2023
- Readers: Everyone
Boosting AND/OR-Based Computational Protein Design: Dynamic Heuristics and Generalizable UFO
Bobak Pezeshki, Radu Marinescu, Alexander Ihler, Rina Dechter
- Published: 08 May 2023, Last Modified: 26 Jun 2023
- UAI 2023
- Readers: Everyone
Scaling Integer Arithmetic in Probabilistic Programs
William Cao, Poorva Garg, Ryan Tjoa, Steven Holtzen, Todd Millstein, Guy Van den Broeck
- Published: 08 May 2023, Last Modified: 26 Jun 2023
- UAI 2023
- Readers: Everyone
Structure-Aware Robustness Certificates for Graph Classification
Pierre Osselin, Henry Kenlay, Xiaowen Dong
- Published: 08 May 2023, Last Modified: 26 Jun 2023
- UAI 2023
- Readers: Everyone
Do we become wiser with time? On causal equivalence with tiered background knowledge
Christine W. Bang, Vanessa Didelez
- Published: 08 May 2023, Last Modified: 26 Jun 2023
- UAI 2023
- Readers: Everyone
Universal Graph Contrastive Learning with a Novel Laplacian Perturbation
Taewook Ko, Yoonhyuk Choi, Chong-Kwon Kim
- Published: 08 May 2023, Last Modified: 26 Jun 2023
- UAI 2023
- Readers: Everyone
Incentivizing honest performative predictions with proper scoring rules
Caspar Oesterheld, Johannes Treutlein, Emery Cooper, Rubi Hudson
- Published: 08 May 2023, Last Modified: 26 Jun 2023
- UAI 2023
- Readers: Everyone
A Decoder Suffices for Query-Adaptive Variational Inference
Sakshi Agarwal, Gabriel Hope, Ali Younis, Erik B. Sudderth
- Published: 08 May 2023, Last Modified: 26 Jun 2023
- UAI 2023
- Readers: Everyone
BeliefPPG: Uncertainty-aware Heart Rate Estimation from PPG signals via Belief Propagation
Valentin Bieri, Paul Streli, Berken Utku Demirel, Christian Holz
- Published: 08 May 2023, Last Modified: 26 Jun 2023
- UAI 2023
- Readers: Everyone
Practical Privacy-Preserving Gaussian Process Regression via Secret Sharing
Jinglong Luo, Yehong Zhang, Jiaqi Zhang, Shuang Qin, Yue Yu, Hui Wang, Zenglin Xu
- Published: 08 May 2023, Last Modified: 26 Jun 2023
- UAI 2023
- Readers: Everyone
Risk-Aware Curriculum Generation for Heavy-Tailed Task Distributions
Cevahir Koprulu, Thiago D. Simão, Nils Jansen, ufuk topcu
- Published: 08 May 2023, Last Modified: 26 Jun 2023
- UAI 2023
- Readers: Everyone
Mitigating Transformer Overconfidence via Lipschitz Regularization
Wenqian Ye, Yunsheng Ma, Xu Cao, Kun Tang
- Published: 08 May 2023, Last Modified: 26 Jun 2023
- UAI 2023
- Readers: Everyone
Regularized Online DR-Submodular Optimization
Pengyu Zuo, Yao Wang, Shaojie Tang
- Published: 08 May 2023, Last Modified: 26 Jun 2023
- UAI 2023
- Readers: Everyone
Phase-shifted Adversarial Training
Yeachan Kim, Seongyeon Kim, Ihyeok Seo, Bonggun Shin
- Published: 08 May 2023, Last Modified: 26 Jun 2023
- UAI 2023
- Readers: Everyone
Time-Conditioned Generative Modeling of Object-Centric Representations for Video Decomposition and Prediction
Chengmin Gao, Bin Li
- Published: 08 May 2023, Last Modified: 26 Jun 2023
- UAI 2023
- Readers: Everyone
Conditional Abstraction Trees for Sample-Efficient Reinforcement Learning
Mehdi Dadvar, Rashmeet Kaur Nayyar, Siddharth Srivastava
- Published: 08 May 2023, Last Modified: 26 Jun 2023
- UAI 2023
- Readers: Everyone
Greed is good: correspondence recovery for unlabeled linear regression
Hang Zhang, Ping Li
- Published: 08 May 2023, Last Modified: 26 Jun 2023
- UAI 2023
- Readers: Everyone