Stephen Roberts
20 papers
· 2012–2024
· 4 conferences
· across top CS/AI conferences
Achievements
π
Interdisciplinary Bridge
π§
Keyword Pioneer
π£
Hot Topic Early Bird
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Conference Polyglot
(4)
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Academic Marathon
(12)
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Cross-Pollinator
(13)
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Renaissance Researcher
(6)
πΊοΈ
Taxonomy Completionist
(17)
π§¬
Topic Evolution
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Keyword Champion
(2)
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Trend Setter
ποΈ
Keyword Collector
(93)
π₯
Unstoppable
(9)
π
Century Club
(20)
Conferences
ICML (8)
AISTATS (7)
JMLR (4)
UAI (1)
Top co-authors
Keywords
gaussian process
(8)
variational inference
(3)
model-based reinforcement learning
(3)
adversarial robustness
(3)
bayesian optimisation
(2)
uncertainty quantification
(2)
branch and bound
(2)
point process
(2)
learning rate
(2)
probabilistic model
(2)
bayesian inference
(2)
world model
(2)
poisson process
(2)
continuous control
(2)
markov chain monte carlo
(2)
bayesian quadrature
(2)
variational autoencoder
(2)
kernel learning
(1)
hyperparameter optimization
(1)
sample efficiency
(1)
Papers
Learning Bijective Feature Maps for Linear ICA
AISTATS 2021
Distribution of Gaussian Process Arc Lengths
AISTATS 2017
Latent Point Process Allocation
AISTATS 2016
Bayesian Quadrature for Ratios
AISTATS 2012