S. Derin Babacan
4 papers · 2012–2015 · 3 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (14) π§ Keyword Pioneer π Conference Polyglot (3) π Interdisciplinary Bridge π£ Hot Topic Early Bird
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Taxonomy Completionist
(12)
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Trend Setter
Conferences
JMLR (2)
ACML (1)
NIPS (1)
Top co-authors
Keywords
variational inference
(3)
variational bayesian
(2)
matrix factorization
(2)
global optimization
(1)
bayesian estimation
(1)
singular value decomposition
(1)
probabilistic pca
(1)
bayesian framework
(1)
robust principal component analysis
(1)
global analytic solution
(1)
sparse matrix
(1)
variational bayesian matrix factorization
(1)
dimensionality recovery
(1)
low-rank subspace clustering
(1)
variational bayesian learning
(1)
global optimization solver
(1)
homotopy method
(1)
polynomial equation
(1)
foreground background separation
(1)
global solver
(1)
Papers
Condition for Perfect Dimensionality Recovery by Variational Bayesian PCA
JMLR 2015
Global Solver and Its Efficient Approximation for Variational Bayesian Low-rank Subspace Clustering
NIPS 2013
Global Analytic Solution of Fully-observed Variational Bayesian Matrix Factorization
JMLR 2013
Sparse Additive Matrix Factorization for Robust PCA and Its Generalization
ACML 2012