UAI 2024 Conference Submissions

Bandits with Knapsacks and Predictions
Davide Drago, Andrea Celli, Marek Elias
- Published: 26 Apr 2024, Last Modified: 15 Jul 2024
- UAI 2024 poster
- Readers: Everyone
MetaCOG: A Heirarchical Probabilistic Model for Learning Meta-Cognitive Visual Representations
Marlene Berke, Zhangir Azerbayev, Mario Belledonne, Zenna Tavares, Julian Jara-Ettinger
- Published: 26 Apr 2024, Last Modified: 15 Jul 2024
- UAI 2024 poster
- Readers: Everyone
Computing Low-Entropy Couplings for Large-Support Distributions
Samuel Sokota, Dylan Sam, Christian Schroeder de Witt, Spencer Compton, Jakob Nicolaus Foerster, J Zico Kolter
- Published: 26 Apr 2024, Last Modified: 15 Jul 2024
- UAI 2024 poster
- Readers: Everyone
DataSP: A Differential All-to-All Shortest Path Algorithm for Learning Costs and Predicting Paths with Context
Alan Lahoud, Erik Schaffernicht, Johannes A. Stork
- Published: 26 Apr 2024, Last Modified: 15 Jul 2024
- UAI 2024 poster
- Readers: Everyone
Generalized Expected Utility as a Universal Decision Rule -- A Step Forward
Hélène Fargier, Pierre Pomeret-Coquot
- Published: 26 Apr 2024, Last Modified: 15 Jul 2024
- UAI 2024 oral
- Readers: Everyone
Unified PAC-Bayesian Study of Pessimism for Offline Policy Learning with Regularized Importance Sampling
Imad Aouali, Victor-Emmanuel Brunel, David Rohde, Anna Korba
- Published: 26 Apr 2024, Last Modified: 15 Jul 2024
- UAI 2024 poster
- Readers: Everyone
Partial identification of the maximum mean discrepancy with mismeasured data
Ron Nafshi, Maggie Makar
- Published: 26 Apr 2024, Last Modified: 15 Jul 2024
- UAI 2024 poster
- Readers: Everyone
Characterising Interventions in Causal Games
Manuj Mishra, James Fox, Michael J. Wooldridge
- Published: 26 Apr 2024, Last Modified: 15 Jul 2024
- UAI 2024 oral
- Readers: Everyone
Learning Distributionally Robust Tractable Probabilistic Models in Continuous Domains
Hailiang Dong, James Amato, Vibhav Giridhar Gogate, Nicholas Ruozzi
- Published: 26 Apr 2024, Last Modified: 15 Jul 2024
- UAI 2024 poster
- Readers: Everyone
Extremely Greedy Equivalence Search
Achille Nazaret, David Blei
- Published: 26 Apr 2024, Last Modified: 15 Jul 2024
- UAI 2024 spotlight
- Readers: Everyone
Identifiability of total effects from abstractions of time series causal graphs
Charles K. Assaad, Emilie Devijver, Eric Gaussier, Gregor Goessler, Anouar Meynaoui
- Published: 26 Apr 2024, Last Modified: 15 Jul 2024
- UAI 2024 poster
- Readers: Everyone
No-Regret Learning of Nash Equilibrium for Black-Box Games via Gaussian Processes
Minbiao Han, Fengxue Zhang, Yuxin Chen
- Published: 26 Apr 2024, Last Modified: 15 Jul 2024
- UAI 2024 poster
- Readers: Everyone
Neural Active Learning Meets the Partial Monitoring Framework
Maxime Heuillet, Ola Ahmad, Audrey Durand
- Published: 26 Apr 2024, Last Modified: 15 Jul 2024
- UAI 2024 poster
- Readers: Everyone
Amortized Variational Inference: When and Why?
Charles Margossian, David Blei
- Published: 26 Apr 2024, Last Modified: 15 Jul 2024
- UAI 2024 poster
- Readers: Everyone
Multi-layer random features and the approximation power of neural networks
Rustem Takhanov
- Published: 26 Apr 2024, Last Modified: 15 Jul 2024
- UAI 2024 poster
- Readers: Everyone
Detecting critical treatment effect bias in small subgroups
Piersilvio De Bartolomeis, Javier Abad, Konstantin Donhauser, Fanny Yang
- Published: 26 Apr 2024, Last Modified: 15 Jul 2024
- UAI 2024 poster
- Readers: Everyone
Normalizing Flows for Conformal Regression
Nicolò Colombo
- Published: 26 Apr 2024, Last Modified: 15 Jul 2024
- UAI 2024 oral
- Readers: Everyone
Zero Inflation as a Missing Data Problem: a Proxy-based Approach
Trung Q. Phung, Jaron J.R. Lee, Opeyemi Oladapo-Shittu, Eili Y. Klein, Ayse Pinar Gurses, Susan M. Hannum, Kimberly Weems, Jill A. Marsteller, Sara E. Cosgrove, Sara C. Keller, Ilya Shpitser
- Published: 26 Apr 2024, Last Modified: 15 Jul 2024
- UAI 2024 poster
- Readers: Everyone
Invariant Causal Prediction with Local Models
Alexander Mey, Rui M. Castro
- Published: 26 Apr 2024, Last Modified: 15 Jul 2024
- UAI 2024 poster
- Readers: Everyone
Fast Interactive Search under a Scale-Free Comparison Oracle
Lars Henning Klein, Daniyar Chumbalov, Lucas Maystre, Matthias Grossglauser
- Published: 26 Apr 2024, Last Modified: 15 Jul 2024
- UAI 2024 poster
- Readers: Everyone
Latent Representation Entropy Density for Distribution Shift Detection
Fabio Arnez, Daniel Alfonso Montoya Vasquez, Ansgar Radermacher, François Terrier
- Published: 26 Apr 2024, Last Modified: 15 Jul 2024
- UAI 2024 poster
- Readers: Everyone
Dirichlet Continual Learning: Tackling Catastrophic Forgetting in NLP
Min Zeng, Haiqin Yang, Wei Xue, Qifeng Liu, Yike Guo
- Published: 26 Apr 2024, Last Modified: 15 Jul 2024
- UAI 2024 poster
- Readers: Everyone
A Generalized Bayesian Approach to Distribution-on-Distribution Regression
Tin Lok James Ng
- Published: 26 Apr 2024, Last Modified: 15 Jul 2024
- UAI 2024 poster
- Readers: Everyone
Targeted Reduction of Causal Models
Armin Kekić, Bernhard Schölkopf, Michel Besserve
- Published: 26 Apr 2024, Last Modified: 15 Jul 2024
- UAI 2024 oral
- Readers: Everyone
The Real Deal Behind the Artificial Appeal: Inferential Utility of Tabular Synthetic Data
Alexander Decruyenaere, Heidelinde Dehaene, Paloma Rabaey, Christiaan Polet, Johan Decruyenaere, Stijn Vansteelandt, Thomas Demeester
- Published: 26 Apr 2024, Last Modified: 15 Jul 2024
- UAI 2024 spotlight
- Readers: Everyone