Karl Rohe
4 papers · 2013–2018 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot Β· Bronze
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Academic Marathon Β· Sprint
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Interdisciplinary Bridge Β· Gold
πΊοΈ
Taxonomy Completionist
(16)
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Venues
Top co-authors
Research topics
Keywords
spectral clustering
(2)
stochastic block model
(2)
convex optimization
(1)
graph clustering
(1)
graph theory
(1)
graph generation
(1)
covariance estimation
(1)
community detection
(1)
matrix perturbation
(1)
network analysis
(1)
sparse principal component analysis
(1)
covariance matrix
(1)
eigenvector analysis
(1)
convex relaxation
(1)
statistical estimation
(1)
graph regularization
(1)
alternating direction method
(1)
degree-corrected stochastic blockmodel
(1)
network clustering
(1)
random graph
(1)
Papers
A Note on Quickly Sampling a Sparse Matrix with Low Rank Expectation
JMLR 2018
Understanding Regularized Spectral Clustering via Graph Conductance
NeurIPS 2018
Fantope Projection and Selection: A near-optimal convex relaxation of sparse PCA
NeurIPS 2013
Regularized Spectral Clustering under the Degree-Corrected Stochastic Blockmodel
NeurIPS 2013