David Barber
35 papers
· 2006–2025
· 9 conferences
· across top CS/AI conferences
Achievements
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Interdisciplinary Bridge
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Cross-Pollinator
(13)
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Hot Topic Early Bird
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Renaissance Researcher
(7)
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Conference Polyglot
(9)
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Academic Marathon
(19)
πΊοΈ
Taxonomy Completionist
(14)
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Keyword Pioneer
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Keyword Trendsetter Combo
(3)
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Deep Specialist
(10)
π±
Topic Pioneer
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Keyword Champion
(4)
ποΈ
Keyword Collector
(140)
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Trend Setter
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Century Club
(35)
π₯
Unstoppable
(10)
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Conference Pioneer
Conferences
NIPS (11)
ICLR (6)
ICML (6)
AISTATS (5)
JMLR (3)
ACML (1)
CVPR (1)
EMNLP (1)
MIDL (1)
Top co-authors
Keywords
variational inference
(8)
neural network
(4)
approximate inference
(4)
markov decision process
(3)
kullback-leibler divergence
(3)
switching linear dynamical system
(2)
probabilistic model
(2)
state space model
(2)
optimal transport
(2)
gaussian approximation
(2)
probabilistic modeling
(2)
kalman filter
(2)
bayesian learning
(2)
latent variable model
(2)
catastrophic forgetting
(2)
laplace approximation
(2)
natural gradient
(2)
gaussian sum smoother
(2)
policy search
(2)
generative model
(2)
Papers
Diffusive Gibbs Sampling
ICML 2024
Moment Matching Denoising Gibbs Sampling
NIPS 2023
Spread Divergence
ICML 2020
Auxiliary Variational MCMC
ICLR 2019
Generative Neural Machine Translation
NIPS 2018
Affine Independent Variational Inference
NIPS 2012
Variational methods for Reinforcement Learning
AISTATS 2010