Charles C. Margossian
4 papers · 2023–2025 · 3 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+1 more ↓ Show less ↑
🌍 Conference Polyglot (3) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (15) 🏆 Keyword Champion (2)
❓
The Questioner
Conferences
UAI (2)
JMLR (1)
NIPS (1)
Top co-authors
Keywords
variational inference
(2)
gaussian approximation
(2)
kullback-leibler divergence
(1)
score-based method
(1)
eigenvalue problem
(1)
black-box variational inference
(1)
factorized distribution
(1)
factorized approximation
(1)
probabilistic modeling
(1)
orthogonal function expansion
(1)
uncertainty quantification
(1)
Papers
Variational Inference for Uncertainty Quantification: an Analysis of Trade-offs
JMLR 2025
EigenVI: score-based variational inference with orthogonal function expansions
NIPS 2024
Amortized Variational Inference: When and Why?
UAI 2024
The Shrinkage-Delinkage Trade-off: an Analysis of Factorized Gaussian Approximations for Variational Inference
UAI 2023