Bharath Sriperumbudur
15 papers
· 2010–2025
· 4 conferences
· across top CS/AI conferences
Achievements
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Hot Topic Early Bird
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Cross-Pollinator
(14)
πΊοΈ
Taxonomy Completionist
(10)
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Conference Polyglot
(4)
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Academic Marathon
(15)
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Keyword Pioneer
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Interdisciplinary Bridge
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Keyword Champion
(3)
π§¬
Topic Evolution
ποΈ
Keyword Collector
(71)
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Century Club
(15)
π₯
Unstoppable
(6)
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Trend Setter
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Conference Pioneer
Conferences
AISTATS (9)
ICML (2)
JMLR (2)
NIPS (2)
Top co-authors
Research topics
Keywords
kernel methods
(8)
reproducing kernel hilbert space
(6)
shrinkage estimator
(3)
kernel mean estimation
(2)
statistical learning theory
(2)
stein phenomenon
(2)
random fourier feature
(2)
dimensionality reduction
(2)
kernel mean
(2)
hilbert space embedding
(2)
kernel approximation
(1)
computational efficiency
(1)
theoretical analysis
(1)
feature representation
(1)
principal component analysis
(1)
metric learning
(1)
ridge regression
(1)
nonparametric estimation
(1)
optimal transport
(1)
probabilistic modeling
(1)
Papers
NystrΓΆm Kernel Stein Discrepancy
AISTATS 2025
Gaussian Sketching yields a J-L Lemma in RKHS
AISTATS 2020
Kernel Mean Shrinkage Estimators
JMLR 2016
Two-stage sampled learning theory on distributions
AISTATS 2015
Kernel Mean Estimation and Stein Effect
ICML 2014
Consistency and Rates for Clustering with DBSCAN
AISTATS 2012