Wolfgang Polonik
4 papers
· 2022–2025
· 3 conferences
· across top CS/AI conferences
Achievements
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Interdisciplinary Bridge
π§
Keyword Pioneer
π
Conference Polyglot
(3)
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Cross-Pollinator
(10)
πΊοΈ
Taxonomy Completionist
(11)
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Trend Setter
Conferences
JMLR (2)
AISTATS (1)
UAI (1)
Top co-authors
Keywords
manifold learning
(1)
density estimation
(1)
point cloud
(1)
nonparametric regression
(1)
convergence guarantee
(1)
convergence rate
(1)
minimax rate
(1)
spectral method
(1)
weighted graph
(1)
laplacian eigenmap
(1)
sobolev space
(1)
laplace-beltrami operator
(1)
topological regularization
(1)
density ridge
(1)
ridge estimation
(1)
filamentary structure
(1)
subspace constrained mean shift
(1)
adaptation method
(1)
regression on manifold
(1)
topological penalties
(1)