Yanxun Xu
7 papers · 2016–2025 · 5 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (12) π Interdisciplinary Bridge π§ Keyword Pioneer π£ Hot Topic Early Bird π Conference Polyglot (5)
π
Academic Marathon
(9)
π
Cross-Pollinator
(6)
π
Renaissance Researcher
(6)
π
Conference Pioneer
Conferences
JMLR (3)
AISTATS (1)
ICLR (1)
ICML (1)
MLHC (1)
Top co-authors
Keywords
bayesian nonparametrics
(2)
offline reinforcement learning
(1)
variational inference
(1)
bayesian inference
(1)
causal discovery
(1)
gaussian process
(1)
structural learning
(1)
gibbs sampling
(1)
spike-and-slab prior
(1)
survival analysis
(1)
gamma process
(1)
high-dimensional clustering
(1)
continuous time
(1)
gaussian mixture model
(1)
decision transformer
(1)
healthcare application
(1)
observational datum
(1)
instrumental variable
(1)
treatment policy
(1)
clinical decision making
(1)
Papers
Bayesian Sparse Gaussian Mixture Model for Clustering in High Dimensions
JMLR 2025
Directed Cyclic Graphs for Simultaneous Discovery of Time-Lagged and Instantaneous Causality from Longitudinal Data Using Instrumental Variables
JMLR 2025
Model-based Reinforcement Learning for Confounded POMDPs
ICML 2024
A Policy Gradient Method for Confounded POMDPs
ICLR 2024
Weibull Racing Survival Analysis with Competing Events, Left Truncation, and Time-Varying Covariates
JMLR 2023
Continuous-Time Decision Transformer for Healthcare Applications
AISTATS 2023
A Bayesian Nonparametric Approach for Estimating Individualized Treatment-Response Curves
MLHC 2016