Ahmed Hefny
6 papers · 2011–2018 · 3 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (20) 🐣 Hot Topic Early Bird
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Trend Setter
Venues
Top co-authors
Research topics
Machine Learning
(5)
Deep Learning
(3)
Artificial Intelligence
(2)
Core Methods
(2)
Learning Types
(2)
Optimization & Theory · Machine Learning
(2)
Optimization & Theory · Deep Learning
(2)
Mathematics & Optimization
(1)
Reinforcement Learning
(1)
Applications
(1)
Architectures
(1)
Core AI
(1)
Learning Paradigms
(1)
Optimization
(1)
Keywords
predictive state representation
(2)
variance reduction
(2)
recurrent neural network
(2)
dynamical system
(2)
convergence rate
(2)
stochastic gradient descent
(2)
parallel computing
(1)
l1 regularization
(1)
nonlinear regression
(1)
belief state
(1)
system identification
(1)
state estimation
(1)
state representation
(1)
asynchronous optimization
(1)
partially observable environment
(1)
spectral method
(1)
stationary point
(1)
prediction error
(1)
stochastic variance reduced gradient
(1)
asynchronous algorithm
(1)
Papers
Recurrent Predictive State Policy Networks
ICML 2018
Predictive State Recurrent Neural Networks
NeurIPS 2017
Stochastic Variance Reduction for Nonconvex Optimization
ICML 2016
On Variance Reduction in Stochastic Gradient Descent and its Asynchronous Variants
NeurIPS 2015
Supervised Learning for Dynamical System Learning
NeurIPS 2015
Improved Transliteration Mining Using Graph Reinforcement
EMNLP 2011