Jonathan Scarlett
39 papers
· 2015–2025
· 9 conferences
· across top CS/AI conferences
Achievements
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Interdisciplinary Bridge
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Conference Polyglot
(9)
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Academic Marathon
(10)
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Hot Topic Early Bird
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Taxonomy Completionist
(15)
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Renaissance Researcher
(6)
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Keyword Pioneer
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Cross-Pollinator
(12)
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Dynamic Duo
(10)
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Triple Crown
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Keyword Champion
(2)
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Grand Slam
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Deep Specialist
(11)
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Century Club
(39)
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Prolific Year
(6)
ποΈ
Keyword Collector
(136)
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Trend Setter
π₯
Unstoppable
(11)
Conferences
AISTATS (11)
NIPS (9)
ICML (8)
AAAI (4)
ALT (2)
COLT (2)
CVPR (1)
ICLR (1)
UAI (1)
Top co-authors
Keywords
gaussian process
(14)
regret bound
(12)
bayesian optimization
(12)
multi-armed bandit
(5)
sample complexity
(5)
kernel methods
(5)
robust optimization
(4)
group testing
(4)
reproducing kernel hilbert space
(4)
bandit optimization
(4)
compressed sensing
(4)
black-box optimization
(3)
generative prior
(3)
compressive sensing
(2)
sparse recovery
(2)
combinatorial optimization
(2)
upper confidence bound
(2)
graphical model selection
(2)
adversarial attack
(2)
gibbs sampling
(2)
Papers
Lower Bounds for Time-Varying Kernelized Bandits
AISTATS 2025
Max-Min Grouped Bandits
AAAI 2022
Generative Principal Component Analysis
ICLR 2022
Time-Varying Gaussian Process Bandit Optimization
AISTATS 2016
Sparsistency of \ell_1-Regularized M-Estimators
AISTATS 2015