Justin Domke
33 papers
· 2010–2025
· 4 conferences
· across top CS/AI conferences
Achievements
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Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(15)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
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Conference Polyglot
(4)
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Academic Marathon
(15)
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Cross-Pollinator
(14)
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Renaissance Researcher
(5)
πΊ
Lone Wolf
(7)
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Keyword Champion
(3)
π¬
Deep Specialist
(20)
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Century Club
(33)
ποΈ
Keyword Collector
(56)
π₯
Unstoppable
(14)
π
Trend Setter
Conferences
NIPS (18)
AISTATS (8)
ICML (6)
UAI (1)
Top co-authors
Keywords
variational inference
(20)
markov chain monte carlo
(8)
reparameterization gradient
(4)
bayesian inference
(4)
control variate
(4)
stochastic optimization
(4)
graphical model
(4)
mixing time
(3)
approximate inference
(3)
importance weighting
(3)
posterior approximation
(3)
gradient variance
(3)
black-box inference
(3)
amortized inference
(2)
langevin dynamics
(2)
fast mixing
(2)
parameter projection
(2)
bayesian computation
(2)
markov random field
(2)
gibbs sampling
(2)
Papers
Simulation-Based Stacking
AISTATS 2024
Langevin Diffusion Variational Inference
AISTATS 2023
Variational Marginal Particle Filters
AISTATS 2022
Clamping Improves TRW and Mean Field Approximations
AISTATS 2016
Generic Methods for Optimization-Based Modeling
AISTATS 2012
Implicit Differentiation by Perturbation
NIPS 2010