Shiwei Lan
5 papers · 2014–2025 · 5 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Half 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (15) 🐣 Hot Topic Early Bird
🧭
Keyword Pioneer
Venues
Top co-authors
Research topics
Machine Learning
(4)
Bayesian & Probabilistic · Machine Learning
(3)
Optimization & Theory
(3)
Artificial Intelligence
(2)
Mathematics & Optimization
(2)
Bayesian & Probabilistic · Artificial Intelligence
(2)
Healthcare & Medicine
(1)
Clinical
(1)
Core Methods
(1)
Mathematics
(1)
Optimization
(1)
Probability
(1)
Research
(1)
Keywords
gaussian process
(3)
bayesian nonparametrics
(2)
q-exponential process
(2)
bayesian inference
(1)
density estimation
(1)
bayesian regularization
(1)
spatio-temporal modeling
(1)
markov chain monte carlo
(1)
posterior inference
(1)
functional data analysis
(1)
covariance modeling
(1)
nonparametric density estimation
(1)
riemannian geometry
(1)
latent variable model
(1)
sampling algorithm
(1)
hamiltonian dynamics
(1)
copula model
(1)
posterior contraction
(1)
bayesian non-parametric
(1)
fisher geometry
(1)
Papers
Bayesian Regularization of Latent Representation
ICLR 2025
Bayesian Learning via Q-Exponential Process
NeurIPS 2023
Learning Temporal Evolution of Spatial Dependence with Generalized Spatiotemporal Gaussian Process Models
JMLR 2022
Nonparametric Fisher Geometry with Application to Density Estimation
UAI 2020
Spherical Hamiltonian Monte Carlo for Constrained Target Distributions
ICML 2014