Lexin Li
6 papers · 2017–2024 · 2 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Gold
🗺️
Taxonomy Completionist
(20)
🌈
Renaissance Researcher
(6)
Venues
Top co-authors
Research topics
Machine Learning
(6)
Optimization & Theory
(5)
Core Methods
(4)
Artificial Intelligence
(2)
Mathematics & Optimization
(2)
Bayesian & Probabilistic · Machine Learning
(2)
Bayesian & Probabilistic · Artificial Intelligence
(2)
Computer Science
(1)
Deep Learning
(1)
Healthcare & Medicine
(1)
Knowledge & Reasoning
(1)
Reinforcement Learning
(1)
Clinical
(1)
Foundations
(1)
Learning Types
(1)
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 data
(1)
generative adversarial network
(1)
Papers
Functional Directed Acyclic Graphs
JMLR 2024
Post-Regularization Confidence Bands for Ordinary Differential Equations
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