Xueyuan Zhou
4 papers · 2009–2012 · 3 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (14) π Cross-Pollinator (12) π Interdisciplinary Bridge π§ Keyword Pioneer π£ Hot Topic Early Bird
π
Conference Polyglot
(3)
π
Keyword Champion
(3)
π
Trend Setter
Conferences
AISTATS (2)
COLT (1)
NIPS (1)
Keywords
graph laplacian
(3)
semi-supervised learning
(3)
spectral analysis
(3)
manifold learning
(2)
spectral method
(2)
unlabeled data
(1)
graph-based learning
(1)
reproducing kernel hilbert space
(1)
graph regularization
(1)
differential geometry
(1)
error bound
(1)
unlabeled datum
(1)
graph laplacian regularization
(1)
iterated laplacian
(1)
green function
(1)
laplacian eigenmap
(1)
laplace-beltrami operator
(1)
kernel methods
(1)
higher order regularization
(1)
dimensionality reduction
(1)
Papers
Toward Understanding Complex Spaces: Graph Laplacians on Manifolds with Singularities and Boundaries
COLT 2012
Semi-supervised Learning by Higher Order Regularization
AISTATS 2011
Error Analysis of Laplacian Eigenmaps for Semi-supervised Learning
AISTATS 2011
Statistical Analysis of Semi-Supervised Learning: The Limit of Infinite Unlabelled Data
NIPS 2009