Lexin Li
6 papers · 2017–2024 · 2 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (2) π Academic Marathon (7) π Cross-Pollinator (13)
π
Renaissance Researcher
(8)
πΊοΈ
Taxonomy Completionist
(21)
Conferences
JMLR (5)
AISTATS (1)
Top co-authors
Research topics
Keywords
offline reinforcement learning
(1)
probabilistic modeling
(1)
variational inference
(1)
bayesian learning
(1)
bayesian inference
(1)
bayesian reinforcement learning
(1)
structure learning
(1)
causal discovery
(1)
kernel learning
(1)
tensor decomposition
(1)
statistical testing
(1)
functional data analysis
(1)
alternating optimization
(1)
conditional independence
(1)
thompson sampling
(1)
tensor completion
(1)
probabilistic model
(1)
graphical model
(1)
functional datum
(1)
generative adversarial network
(1)
Papers
Post-Regularization Confidence Bands for Ordinary Differential Equations
JMLR 2024
Functional Directed Acyclic Graphs
JMLR 2024
Optimizing Pessimism in Dynamic Treatment Regimes: A Bayesian Learning Approach
AISTATS 2023
Double Generative Adversarial Networks for Conditional Independence Testing
JMLR 2021
Learning from Binary Multiway Data: Probabilistic Tensor Decomposition and its Statistical Optimality
JMLR 2020
STORE: Sparse Tensor Response Regression and Neuroimaging Analysis
JMLR 2017