Aki Vehtari
31 papers
· 2009–2025
· 5 conferences
· across top CS/AI conferences
Achievements
π
Conference Polyglot
(5)
π
Academic Marathon
(16)
πΊοΈ
Taxonomy Completionist
(14)
π
Cross-Pollinator
(14)
π
Renaissance Researcher
(5)
π£
Hot Topic Early Bird
π
Interdisciplinary Bridge
π§
Keyword Pioneer
π¬
Deep Specialist
(20)
π
Keyword Champion
(4)
ποΈ
Keyword Collector
(107)
β‘
Prolific Year
(5)
π
Conference Pioneer
π
Trend Setter
π
Century Club
(31)
π₯
Unstoppable
(7)
β
The Questioner
Conferences
JMLR (12)
AISTATS (10)
NIPS (4)
ICML (3)
UAI (2)
Top co-authors
Keywords
bayesian inference
(12)
gaussian process
(10)
variational inference
(9)
expectation propagation
(8)
approximate inference
(5)
markov chain monte carlo
(4)
posterior approximation
(4)
sensitivity analysis
(3)
latent variable model
(3)
importance sampling
(3)
laplace approximation
(3)
predictive performance
(3)
leave-one-out cross-validation
(3)
hyperparameter optimization
(2)
robust regression
(2)
student-t likelihood
(2)
bayesian model comparison
(2)
gaussian process regression
(2)
stochastic optimization
(2)
variable selection
(2)
Papers
Pareto Smoothed Importance Sampling
JMLR 2024
Iterative Supervised Principal Components
AISTATS 2018
Chained Gaussian Processes
AISTATS 2016
Gaussian processes with monotonicity information
AISTATS 2010