Alexander J. Smola
14 papers
· 2001–2023
· 7 conferences
· across top CS/AI conferences
Achievements
π
Academic Marathon
(22)
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Cross-Pollinator
(15)
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Interdisciplinary Bridge
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Conference Polyglot
(7)
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Renaissance Researcher
(5)
πΊοΈ
Taxonomy Completionist
(13)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
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Keyword Trendsetter Combo
(3)
π±
Topic Pioneer
ποΈ
Keyword Collector
(64)
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Trend Setter
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Century Club
(14)
π₯
Unstoppable
(5)
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Conference Pioneer
Conferences
JMLR (7)
UAI (2)
CVPR (1)
ICCV (1)
ICLR (1)
ICML (1)
OSDI (1)
Top co-authors
Research topics
Keywords
kernel methods
(2)
support vector machine
(2)
quantile regression
(2)
sequence modeling
(1)
feature learning
(1)
robust regression
(1)
multi-task learning
(1)
conformal prediction
(1)
policy optimization
(1)
semidefinite programming
(1)
convex optimization
(1)
matrix factorization
(1)
feature selection
(1)
uncertainty quantification
(1)
sample complexity
(1)
robust classification
(1)
sparse estimation
(1)
multitask learning
(1)
model aggregation
(1)
action recognition
(1)
Papers
Meta-Q-Learning
ICLR 2020
Compressed Video Action Recognition
CVPR 2018
Trend Filtering on Graphs
JMLR 2016
Nonparametric Quantile Estimation
JMLR 2006
Learning the Kernel with Hyperkernels
JMLR 2005
Minimal Kernel Classifiers
JMLR 2002
Regularized Principal Manifolds
JMLR 2001