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Charles C. Margossian
Publication Activity (10 Years)
Years Active: 2018-2023
Publications (10 Years): 5
Top Topics
Variational Inference
Top Venues
CoRR
WIREs Data Mining Knowl. Discov.
UAI
NeurIPS
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Publications
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Charles C. Margossian
,
Lawrence K. Saul
The Shrinkage-Delinkage Trade-off: an Analysis of Factorized Gaussian Approximations for Variational Inference.
UAI
(2023)
Charles C. Margossian
,
David M. Blei
Amortized Variational Inference: When and Why?
CoRR
(2023)
Charles C. Margossian
,
Aki Vehtari
,
Daniel Simpson
,
Raj Agrawal
Hamiltonian Monte Carlo using an adjoint-differentiated Laplace approximation: Bayesian inference for latent Gaussian models and beyond.
NeurIPS
(2020)
Charles C. Margossian
A review of automatic differentiation and its efficient implementation.
WIREs Data Mining Knowl. Discov.
9 (4) (2019)
Charles C. Margossian
A Review of automatic differentiation and its efficient implementation.
CoRR
(2018)