Majid Janzamin
6 papers · 2013–2017 · 4 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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π Conference Polyglot Β· Bronze π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (17) π£ Hot Topic Early Bird π§ Keyword Pioneer
π
Trend Setter
π₯
Unstoppable Β· Bronze
β
The Questioner
(2)
Venues
Top co-authors
Research topics
Keywords
tensor decomposition
(4)
structured sparsity
(2)
overcomplete topic models
(2)
tensor tucker decomposition
(2)
topic persistence
(2)
latent variable model
(2)
precision matrix
(1)
sparse matrix
(1)
identifiability
(1)
probabilistic model
(1)
sparse model
(1)
graphical model
(1)
score function
(1)
mixture model
(1)
latent variable
(1)
generalized linear model
(1)
topic model
(1)
spectral method
(1)
tucker decomposition
(1)
cp decomposition
(1)
Papers
Analyzing Tensor Power Method Dynamics in Overcomplete Regime
JMLR 2017
Provable Tensor Methods for Learning Mixtures of Generalized Linear Models
AISTATS 2016
Learning Overcomplete Latent Variable Models through Tensor Methods
COLT 2015
When Are Overcomplete Topic Models Identifiable? Uniqueness of Tensor Tucker Decompositions with Structured Sparsity
JMLR 2015
High-Dimensional Covariance Decomposition into Sparse Markov and Independence Models
JMLR 2014
When are Overcomplete Topic Models Identifiable? Uniqueness of Tensor Tucker Decompositions with Structured Sparsity
NeurIPS 2013