Majid Janzamin
6 papers · 2013–2017 · 4 conferences · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer πΊοΈ Taxonomy Completionist (17) π£ Hot Topic Early Bird π Conference Polyglot (4) π Interdisciplinary Bridge
π
Cross-Pollinator
(8)
π₯
Unstoppable
(5)
β
The Questioner
(2)
π
Trend Setter
Conferences
JMLR (3)
AISTATS (1)
COLT (1)
NIPS (1)
Top co-authors
Keywords
tensor decomposition
(4)
structured sparsity
(2)
overcomplete topic models
(2)
tensor tucker decomposition
(2)
latent variable model
(2)
overcomplete representation
(1)
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
NIPS 2013