John Cunningham
13 papers
· 2012–2022
· 2 conferences
· across top CS/AI conferences
Achievements
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Academic Marathon
(10)
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Cross-Pollinator
(14)
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Renaissance Researcher
(5)
πΊοΈ
Taxonomy Completionist
(12)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
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Interdisciplinary Bridge
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Conference Polyglot
(2)
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Keyword Champion
(2)
ποΈ
Keyword Collector
(64)
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Century Club
(13)
π₯
Unstoppable
(7)
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Conference Pioneer
Conferences
ICML (8)
AISTATS (5)
Top co-authors
Keywords
gaussian process
(5)
kernel matrix
(2)
conjugate gradient
(2)
markov chain monte carlo
(2)
bayesian inference
(2)
hyperparameter optimization
(1)
hyperparameter learning
(1)
variational inference
(1)
ising model
(1)
constrained optimization
(1)
belief propagation
(1)
model calibration
(1)
time series
(1)
importance sampling
(1)
dynamic programming
(1)
partition function
(1)
gaussian process regression
(1)
exponential family
(1)
experimental design
(1)
uncertainty quantification
(1)
Papers
Calibrating Deep Convolutional Gaussian Processes
AISTATS 2019
Annular Augmentation Sampling
AISTATS 2017
Preconditioning Kernel Matrices
ICML 2016
Gaussian Processes for time-marked time-series data
AISTATS 2012