Jeff Beck
4 papers · 2012–2015 · 1 conference · across top CS/AI conferences
Achievements
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π Renaissance Researcher (6) π§ Keyword Pioneer π Cross-Pollinator (12) π Interdisciplinary Bridge π£ Hot Topic Early Bird
πΊοΈ
Taxonomy Completionist
(18)
π
Trend Setter
Conferences
NIPS (4)
Top co-authors
Keywords
variational inference
(3)
approximate inference
(2)
bayesian inference
(1)
neural coding
(1)
latent dirichlet allocation
(1)
probabilistic inference
(1)
social network analysis
(1)
point process
(1)
olfactory system
(1)
hawkes processes
(1)
relational modeling
(1)
reciprocity modeling
(1)
relational model
(1)
second-order optimization
(1)
probabilistic population coding
(1)
probabilistic population codes
(1)
bayesian nonparametric model
(1)
spike and slab prior
(1)
social network
(1)
topic model
(1)
Papers
Fast Second Order Stochastic Backpropagation for Variational Inference
NIPS 2015
Demixing odors - fast inference in olfaction
NIPS 2013
Modelling Reciprocating Relationships with Hawkes Processes
NIPS 2012
Complex Inference in Neural Circuits with Probabilistic Population Codes and Topic Models
NIPS 2012