Rong Ge
69 papers
· 2012–2025
· 7 conferences
· across top CS/AI conferences
Achievements
πΊοΈ
Taxonomy Completionist
(18)
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Cross-Pollinator
(14)
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Academic Marathon
(13)
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Conference Polyglot
(7)
π£
Hot Topic Early Bird
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Renaissance Researcher
(5)
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Interdisciplinary Bridge
π§
Keyword Pioneer
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Keyword Trendsetter Combo
(4)
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Conference Loyalist
(20)
π€
Dynamic Duo
(11)
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Triple Crown
π¬
Deep Specialist
(21)
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Keyword Champion
π
Trend Setter
π₯
Unstoppable
(14)
β
The Questioner
(3)
β‘
Prolific Year
(5)
ποΈ
Keyword Collector
(57)
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Conference Pioneer
π
Century Club
(69)
Conferences
ICML (20)
NIPS (17)
COLT (14)
ICLR (12)
JMLR (3)
EMNLP (2)
ALT (1)
Top co-authors
Research topics
Keywords
non-convex optimization
(9)
tensor decomposition
(8)
gradient descent
(7)
stochastic gradient descent
(7)
latent variable model
(7)
representation learning
(5)
neural network
(5)
online algorithm
(4)
nonconvex optimization
(4)
sparse coding
(4)
local minima
(3)
empirical risk minimization
(3)
spectral method
(3)
high-dimensional statistics
(3)
second-order stationary point
(3)
learning theory
(3)
matrix completion
(3)
feature learning
(3)
matrix factorization
(3)
sample complexity
(3)
Papers
Homotopy Analysis for Tensor PCA
COLT 2017
How to Escape Saddle Points Efficiently
ICML 2017
Rich Component Analysis
ICML 2016