Gerard Ben Arous
7 papers
· 2015–2024
· 6 conferences
· across top CS/AI conferences
Achievements
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Hot Topic Early Bird
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Conference Polyglot
(6)
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Academic Marathon
(9)
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Cross-Pollinator
(15)
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Interdisciplinary Bridge
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Taxonomy Completionist
(13)
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Keyword Pioneer
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Keyword Trendsetter Combo
(3)
Conferences
COLT (2)
AISTATS (1)
ICLR (1)
ICML (1)
JMLR (1)
NIPS (1)
Top co-authors
Keywords
stochastic gradient descent
(3)
loss surface
(2)
neural network
(2)
spin-glass model
(2)
high-dimensional inference
(1)
loss landscape
(1)
markov chain monte carlo
(1)
sparse principal component analysis
(1)
high-dimensional analysis
(1)
free energy
(1)
phase retrieval
(1)
random matrix theory
(1)
generalized linear model
(1)
gradient flow
(1)
stochastic differential equation
(1)
training dynamics
(1)
multilayer network
(1)
statistical physics
(1)
saddle point
(1)
critical point
(1)
Papers
The Loss Surfaces of Multilayer Networks
AISTATS 2015