Karl Rohe
4 papers · 2013–2018 · 2 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π§ Keyword Pioneer π Conference Polyglot (2) π Academic Marathon (5) π Cross-Pollinator (10)
πΊοΈ
Taxonomy Completionist
(15)
π
Interdisciplinary Bridge
π
Keyword Champion
Conferences
NIPS (3)
JMLR (1)
Top co-authors
Keywords
spectral clustering
(2)
matrix decomposition
(1)
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)
stochastic blockmodel
(1)
stochastic block model
(1)
degree-corrected stochastic blockmodel
(1)
Papers
Understanding Regularized Spectral Clustering via Graph Conductance
NIPS 2018
A Note on Quickly Sampling a Sparse Matrix with Low Rank Expectation
JMLR 2018
Regularized Spectral Clustering under the Degree-Corrected Stochastic Blockmodel
NIPS 2013
Fantope Projection and Selection: A near-optimal convex relaxation of sparse PCA
NIPS 2013