Pasi Jylänki
7 papers · 2009–2020 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Half
🗺️
Taxonomy Completionist
(12)
🐣
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Keywords
bayesian inference
(5)
expectation propagation
(5)
variational inference
(4)
gaussian process
(3)
approximate inference
(3)
latent variable model
(2)
robust regression
(2)
student-t likelihood
(2)
gaussian process regression
(2)
variational approximation
(1)
posterior approximation
(1)
distributed computation
(1)
hierarchical prior
(1)
student-t distribution
(1)
multinomial probit
(1)
model assessment
(1)
neural network
(1)
factor analysis
(1)
gaussian posterior approximation
(1)
principal component analysis
(1)
Papers
Expectation Propagation as a Way of Life: A Framework for Bayesian Inference on Partitioned Data
JMLR 2020
Expectation Propagation for Likelihoods Depending on an Inner Product of Two Multivariate Random Variables
AISTATS 2014
Expectation Propagation for Neural Networks with Sparsity-Promoting Priors
JMLR 2014
GPstuff: Bayesian Modeling with Gaussian Processes
JMLR 2013
Nested Expectation Propagation for Gaussian Process Classification with a Multinomial Probit Likelihood
JMLR 2013
Robust Gaussian Process Regression with a Student- Likelihood
JMLR 2011
Gaussian process regression with Student-t likelihood
NeurIPS 2009