Peter Carbonetto
5 papers · 2006–2024 · 2 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+5 more ↓ Show less ↑
π Renaissance Researcher (5) π Interdisciplinary Bridge π Academic Marathon (18) π Cross-Pollinator (15) πΊοΈ Taxonomy Completionist (11)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
π
Conference Polyglot
(2)
π
Trend Setter
π
Conference Pioneer
Conferences
NIPS (3)
JMLR (2)
Top co-authors
Keywords
variational inference
(3)
empirical baye
(2)
sequential monte carlo
(2)
stochastic approximation
(2)
feature selection
(1)
mean field approximation
(1)
wavelet transform
(1)
ising model
(1)
importance sampling
(1)
l1 regularization
(1)
loopy belief propagation
(1)
interior-point method
(1)
non-parametric regression
(1)
variational approximation
(1)
penalized regression
(1)
adaptive shrinkage
(1)
probabilistic graphical model
(1)
signal denoising
(1)
shrinkage estimation
(1)
heteroskedastic datum
(1)
Papers
A flexible empirical Bayes approach to multiple linear regression and connections with penalized regression
JMLR 2024
Flexible Signal Denoising via Flexible Empirical Bayes Shrinkage
JMLR 2021
A Stochastic approximation method for inference in probabilistic graphical models
NIPS 2009
An interior-point stochastic approximation method and an L1-regularized delta rule
NIPS 2008
Conditional mean field
NIPS 2006