Daniel Simpson
5 papers
· 2018–2025
· 5 conferences
· across top CS/AI conferences
Achievements
π
Academic Marathon
(7)
π§
Keyword Pioneer
π
Conference Polyglot
(5)
πΊοΈ
Taxonomy Completionist
(13)
π
Cross-Pollinator
(11)
π
Interdisciplinary Bridge
β
The Questioner
Conferences
AISTATS (1)
ICLR (1)
ICML (1)
JMLR (1)
NIPS (1)
Top co-authors
Keywords
markov chain monte carlo
(2)
importance sampling
(2)
variational inference
(2)
topic modeling
(1)
posterior distribution
(1)
laplace approximation
(1)
gibbs sampling
(1)
hierarchical model
(1)
effective sample size
(1)
monte carlo integration
(1)
hamiltonian monte carlo
(1)
gradient-based sampling
(1)
monte carlo method
(1)
latent gaussian model
(1)
asynchronous algorithm
(1)
importance weight
(1)
pareto distribution
(1)
convergence diagnostic
(1)
goodness of fit
(1)
weight stabilization
(1)
Papers
Pareto Smoothed Importance Sampling
JMLR 2024
Asynchronous Gibbs Sampling
AISTATS 2020