Samuel Stanton
9 papers
· 2020–2023
· 4 conferences
· across top CS/AI conferences
Achievements
π§
Keyword Pioneer
π£
Hot Topic Early Bird
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Conference Polyglot
(4)
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Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(22)
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Cross-Pollinator
(14)
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Renaissance Researcher
(5)
π₯
Mega-Team
(28)
β
The Questioner
Conferences
NIPS (4)
AISTATS (2)
ICML (2)
L4DC (1)
Top co-authors
Research topics
Keywords
bayesian optimization
(5)
gaussian process
(4)
active learning
(3)
uncertainty quantification
(2)
epistemic uncertainty
(1)
knowledge distillation
(1)
continuous control
(1)
model-based reinforcement learning
(1)
protein design
(1)
stochastic variational inference
(1)
multi-objective optimization
(1)
multi-armed bandit
(1)
denoising autoencoder
(1)
convolutional neural network
(1)
entropy regularization
(1)
inductive bia
(1)
lie group
(1)
world model
(1)
discrete diffusion
(1)
soft actor-critic
(1)
Papers
Bayesian Optimization with Conformal Prediction Sets
AISTATS 2023
Does Knowledge Distillation Really Work?
NIPS 2021