Neill Campbell
8 papers
· 2019–2022
· 4 conferences
· across top CS/AI conferences
Achievements
π
Interdisciplinary Bridge
π§
Keyword Pioneer
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Conference Polyglot
(4)
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Cross-Pollinator
(14)
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Renaissance Researcher
(5)
πΊοΈ
Taxonomy Completionist
(14)
π£
Hot Topic Early Bird
Conferences
AISTATS (3)
ICML (3)
NIPS (1)
UAI (1)
Top co-authors
Keywords
gaussian process
(5)
latent variable model
(2)
bayesian inference
(2)
variational inference
(2)
uncertainty quantification
(1)
sequential decision making
(1)
energy minimization
(1)
posterior sampling
(1)
posterior distribution
(1)
temporal alignment
(1)
implicit differentiation
(1)
bayesian optimization
(1)
bayesian nonparametric
(1)
latent variable
(1)
inverse problem
(1)
missing data imputation
(1)
time series alignment
(1)
surrogate model
(1)
stochastic differential equation
(1)
energy-based model
(1)
Papers
Aligned Multi-Task Gaussian Process
AISTATS 2022
Monotonic Gaussian Process Flows
AISTATS 2020
Gaussian Process Latent Variable Alignment Learning
AISTATS 2019