Magnus Rattray
6 papers · 2003–2012 · 3 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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πΊοΈ Taxonomy Completionist (26) π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Gold π£ Hot Topic Early Bird
π±
Topic Pioneer
π
Keyword Trendsetter Combo
(8)
π§
Keyword Pioneer
π
Keyword Champion
π
Renaissance Researcher
(7)
π
Conference Pioneer
π
Trend Setter
ποΈ
Keyword Collector
(54)
Venues
Top co-authors
Research topics
Machine Learning
(6)
Bayesian & Probabilistic Β· Machine Learning
(6)
Artificial Intelligence
(5)
Bayesian & Probabilistic Β· Artificial Intelligence
(5)
Optimization & Theory
(5)
Core Methods
(3)
Healthcare & Medicine
(2)
Interdisciplinary
(2)
Learning Types
(2)
Research
(2)
Computer Vision
(1)
Data Science & Analytics
(1)
Mathematics & Optimization
(1)
Speech & Audio
(1)
Core AI
(1)
Keywords
gene expression
(2)
probabilistic model
(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)
posterior distribution
(1)
collapsed variational inference
(1)
natural gradient
(1)
speech synthesis
(1)
sparse principal component analysis
(1)
message passing
(1)
transcriptional regulation
(1)
convex optimization
(1)
Papers
Fast Variational Inference in the Conjugate Exponential Family
NeurIPS 2012
Dense Message Passing for Sparse Principal Component Analysis
AISTATS 2010
Efficient Sampling for Gaussian Process Inference using Control Variables
NeurIPS 2008
A probabilistic model for generating realistic lip movements from speech
NeurIPS 2007
Modelling transcriptional regulation using Gaussian Processes
NeurIPS 2006
Statistical Dynamics of On-line Independent Component Analysis
JMLR 2003