Shiwei Lan
5 papers · 2014–2025 · 5 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (15) π§ Keyword Pioneer π Conference Polyglot (5) π Academic Marathon (11) π£ Hot Topic Early Bird
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Cross-Pollinator
(8)
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Interdisciplinary Bridge
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Trend Setter
Conferences
ICLR (1)
ICML (1)
JMLR (1)
NIPS (1)
UAI (1)
Top co-authors
Keywords
gaussian process
(2)
bayesian nonparametrics
(2)
bayesian inference
(1)
density estimation
(1)
markov chain monte carlo
(1)
posterior inference
(1)
functional data analysis
(1)
covariance modeling
(1)
nonparametric density estimation
(1)
riemannian geometry
(1)
spatiotemporal modeling
(1)
sampling algorithm
(1)
hamiltonian dynamics
(1)
copula model
(1)
posterior contraction
(1)
bayesian non-parametric
(1)
fisher geometry
(1)
square-root density
(1)
sphere geometry
(1)
truncated gaussian
(1)
Papers
Bayesian Regularization of Latent Representation
ICLR 2025
Bayesian Learning via Q-Exponential Process
NIPS 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