Alexis Boukouvalas
5 papers · 2017–2022 · 3 conferences · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer π Conference Polyglot (3) π Academic Marathon (5) π£ Hot Topic Early Bird π Cross-Pollinator (13)
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Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(12)
π
Trend Setter
Conferences
AISTATS (2)
ICML (2)
JMLR (1)
Top co-authors
Keywords
gaussian process
(4)
variational inference
(2)
automatic differentiation
(1)
sparse approximation
(1)
poisson process
(1)
nonparametric inference
(1)
thompson sampling
(1)
multi-output learning
(1)
bayesian regret
(1)
feature allocation
(1)
probabilistic model
(1)
additive model
(1)
mixture of expert
(1)
functional decomposition
(1)
stationary covariance
(1)
spectral mixture kernel
(1)
kernel methods
(1)
continuum-armed bandit
(1)
adaptive sensor placement
(1)
uncertainty quantification
(1)
Papers
Additive Gaussian Processes Revisited
ICML 2022
The Minecraft Kernel: Modelling correlated Gaussian Processes in the Fourier domain
AISTATS 2021
Enriched mixtures of generalised Gaussian process experts
AISTATS 2020
Adaptive Sensor Placement for Continuous Spaces
ICML 2019
GPflow: A Gaussian Process Library using TensorFlow
JMLR 2017