Magnus Rattray
6 papers · 2003–2012 · 3 conferences · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer π Renaissance Researcher (8) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (16) π£ Hot Topic Early Bird
πΊοΈ
Taxonomy Completionist
(16)
π
Cross-Pollinator
(11)
π§
Keyword Pioneer
π
Keyword Trendsetter Combo
(8)
π
Keyword Champion
π±
Topic Pioneer
π
Conference Pioneer
π
Trend Setter
Conferences
NIPS (4)
AISTATS (1)
JMLR (1)
Top co-authors
Keywords
probabilistic model
(2)
gene expression
(2)
gaussian process
(2)
variational inference
(2)
markov chain monte carlo
(1)
gaussian processes
(1)
bayesian inference
(1)
facial animation
(1)
independent component analysis
(1)
posterior sampling
(1)
speech processing
(1)
marginal likelihood
(1)
collapsed variational inference
(1)
sparse principal component analysis
(1)
natural gradient
(1)
speech synthesis
(1)
message passing
(1)
transcriptional regulation
(1)
convex optimization
(1)
probabilistic modeling
(1)
Papers
Fast Variational Inference in the Conjugate Exponential Family
NIPS 2012
Dense Message Passing for Sparse Principal Component Analysis
AISTATS 2010
Efficient Sampling for Gaussian Process Inference using Control Variables
NIPS 2008
A probabilistic model for generating realistic lip movements from speech
NIPS 2007
Modelling transcriptional regulation using Gaussian Processes
NIPS 2006
Statistical Dynamics of On-line Independent Component Analysis
JMLR 2003