Charles C Margossian
Columbia University in the City of New York
H-index: 9
North America-United States
Top articles of Charles C Margossian
An Ordering of Divergences for Variational Inference with Factorized Gaussian Approximations
arXiv preprint arXiv:2403.13748
2024/3/20
Listening to the Noise: Blind Denoising with Gibbs Diffusion
International Conference on Machine Learning (ICML) 2024
2024/2/29
Charles C Margossian
H-Index: 7
Ruben Ohana
H-Index: 1
Batch and match: black-box variational inference with a score-based divergence
arXiv preprint arXiv:2402.14758
2024/2/22
Diana Cai
H-Index: 6
Chirag Modi
H-Index: 11
Loucas Pillaud-Vivien
H-Index: 3
Charles C Margossian
H-Index: 7
Lawrence K Saul
H-Index: 34
Variational Inference with Gaussian Score Matching
Advances in Neural Information Processing Systems
2024/2/13
Gaussian Variational Approximations for High-dimensional State Space Models......................................... M. Quiroz, DJ Nott, and R. Kohn 989 Post-Processed …
Bayesian Analysis
2023
For how many iterations should we run Markov chain Monte Carlo?
arXiv preprint arXiv:2311.02726
2023/11/5
Charles C Margossian
H-Index: 7
Andrew Gelman
H-Index: 31
Fast methods for posterior inference of two-group normal-normal models
Bayesian Analysis
2023/9
Jeremy Hoskins
H-Index: 6
Charles C Margossian
H-Index: 7
Jonah Gabry
H-Index: 18
Andrew Gelman
H-Index: 31
Aki Vehtari
H-Index: 36
Amortized Variational Inference: When and Why?
arXiv preprint arXiv:2307.11018
2023/7/20
Charles C Margossian
H-Index: 7
The shrinkage-delinkage trade-off: An analysis of factorized gaussian approximations for variational inference
2023/7/2
Charles C Margossian
H-Index: 7
Lawrence K Saul
H-Index: 34
General adjoint-differentiated Laplace approximation
arXiv preprint arXiv:2306.14976
2023/6/26
Charles C Margossian
H-Index: 7
Adaptive tuning for Metropolis adjusted Langevin trajectories
2023/4/11
Flexible and efficient Bayesian pharmacometrics modeling using Stan and Torsten, Part I
CPT: Pharmacometrics & Systems Pharmacology
2022/9
Charles C Margossian
H-Index: 7
Yi Zhang
H-Index: 13
Modernizing Markov Chains Monte Carlo for Scientific and Bayesian Modeling
2022
Charles C Margossian
H-Index: 7
Efficient automatic differentiation of implicit functions
arXiv preprint arXiv:2112.14217
2021/12/28
Charles C Margossian
H-Index: 7
Bayesian workflow for disease transmission modeling in Stan
Statistics in medicine
2021/11/30
Nested : Assessing the convergence of Markov chain Monte Carlo when running many short chains
arXiv preprint arXiv:2110.13017
2021/10/25
Simulating Ising and Potts models at critical and cold temperatures using auxiliary Gaussian variables
arXiv preprint arXiv:2110.10801
2021/10/20
Charles C Margossian
H-Index: 7
Sumit Mukherjee
H-Index: 1
Solving ODEs in a Bayesian context: challenges and opportunities
2021/9
Bayesian workflow
arXiv preprint arXiv:2011.01808
2020/11/3
Estimation of SARS-CoV-2 mortality during the early stages of an epidemic: A modeling study in Hubei, China, and six regions in Europe
PLoS Medicine
2020
Anthony Hauser
H-Index: 5
Charles C Margossian
H-Index: 7
Garyfallos Konstantinoudis
H-Index: 5
Nicola Low
H-Index: 47
Julien Riou
H-Index: 9
