Ahmed Hefny
6 papers · 2011–2018 · 3 conferences · across top CS/AI conferences
Achievements
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๐บ๏ธ Taxonomy Completionist (17) ๐ฃ Hot Topic Early Bird ๐ Conference Polyglot (3) ๐ Academic Marathon (7) ๐ Cross-Pollinator (10)
๐
Renaissance Researcher
(5)
๐
Interdisciplinary Bridge
๐งญ
Keyword Pioneer
๐
Trend Setter
Conferences
NIPS (3)
ICML (2)
EMNLP (1)
Top co-authors
Keywords
stochastic gradient descent
(2)
variance reduction
(2)
dynamical system
(2)
recurrent neural network
(2)
predictive state representation
(2)
tensor decomposition
(1)
parallel computing
(1)
nonlinear regression
(1)
belief state
(1)
system identification
(1)
state estimation
(1)
state representation
(1)
asynchronous algorithm
(1)
partially observable environment
(1)
stochastic variance reduction
(1)
convergence rate
(1)
spectral method
(1)
lasso regularization
(1)
stationary point
(1)
prediction error
(1)
Papers
Recurrent Predictive State Policy Networks
ICML 2018
Predictive State Recurrent Neural Networks
NIPS 2017
Stochastic Variance Reduction for Nonconvex Optimization
ICML 2016
Supervised Learning for Dynamical System Learning
NIPS 2015
On Variance Reduction in Stochastic Gradient Descent and its Asynchronous Variants
NIPS 2015
Improved Transliteration Mining Using Graph Reinforcement
EMNLP 2011