Charles Margossian
6 papers · 2020–2025 · 3 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+1 more ↓ Show less ↑
๐ Interdisciplinary Bridge ๐ Conference Polyglot (3) ๐ Academic Marathon (5) ๐ Cross-Pollinator (15) ๐บ๏ธ Taxonomy Completionist (12)
๐งญ
Keyword Pioneer
Conferences
AISTATS (2)
ICML (2)
NIPS (2)
Top co-authors
Keywords
bayesian inference
(3)
hamiltonian monte carlo
(2)
markov chain monte carlo
(2)
variational inference
(2)
score matching
(1)
posterior approximation
(1)
gradient-based sampling
(1)
gaussian distribution
(1)
langevin diffusion
(1)
latent gaussian model
(1)
metropolis adjusted langevin trajectories
(1)
momentum refreshment
(1)
laplace approximation
(1)
effective sample size
(1)
stochastic process
(1)
Papers
Variational Inference in Location-Scale Families: Exact Recovery of the Mean and Correlation Matrix
AISTATS 2025
Batch and match: black-box variational inference with a score-based divergence
ICML 2024
Listening to the noise: Blind Denoising with Gibbs Diffusion
ICML 2024
Variational Inference with Gaussian Score Matching
NIPS 2023
Adaptive Tuning for Metropolis Adjusted Langevin Trajectories
AISTATS 2023
Hamiltonian Monte Carlo using an adjoint-differentiated Laplace approximation: Bayesian inference for latent Gaussian models and beyond
NIPS 2020