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UAI
UAI Best Papers
Conference on Uncertainty in Artificial Intelligence
9 papers · 2022–2026
← UAI Conference Info
🏆
2026
(3)
Best Paper Award
Fundamental Limits and Optimal Methods for Sharp Analytical Causal Bounds in Instrumental Variable Models
Arefe Boushehrian; Mohammad Reza Badri; Sina Akbari; Negar Kiyavash
Best Paper Runner-Up
Nonlinear Axiomatic Attribution for Cooperative Games
Weida Li; Zhuanghua Liu; Yaoliang Yu; Bryan Kian Hsiang Low
Honorable Mention
Gaussian Process Limit Reveals Structural Benefits of Graph Transformers
Nil Ayday; Lingchu Yang; Debarghya Ghoshdastidar
🏆
2025
(1)
Best Paper Award
Probabilistic Explanations for Regression Models
Frédéric KoricheJean-Marie LagniezChi Tran
Regression
🏆
2024
(1)
Outstanding Paper Award
Approximate Bayesian Computation with Path Signatures
Joel DyerPatrick CannonSebastian M Schmon
Bayesian Methods
🏆
2023
(1)
Best Paper Award
Establishing Markov Equivalence in Cyclic Directed Graphs
Tom ClaassenJoris Mooij
Markov Models
🏆
2022
(3)
Best Paper Award
Abstraction between Structural Causal Models: A Review of Definitions and Properties
Fabio Massimo Zennaro
Best Paper Award
PAC-Bayesian Domain Adaptation Bounds for Multiclass Learners
Anthony SiciliaKatherine AtwellMalihe AlikhaniSeong Jae Hwang
Bayesian Methods
Best Paper Award
Tractable Uncertainty for Structure Learning
Benjie WangMatthew Robert WickerMarta Kwiatkowska