Yijun Huang
4 papers · 2015–2018 · 3 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (15) π£ Hot Topic Early Bird π Keyword Champion (2)
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Keywords
linear speedup
(2)
asynchronous parallel optimization
(2)
convergence rate
(2)
stochastic gradient descent
(1)
non-convex optimization
(1)
feature selection
(1)
convergence analysis
(1)
distributed learning
(1)
distributed optimization
(1)
group sparsity
(1)
class imbalance
(1)
sparse feature selection
(1)
experimental design
(1)
sparse optimization
(1)
representative sampling
(1)
hyperparameter tuning
(1)
bilevel optimization
(1)
optimization algorithm
(1)
deep neural network
(1)
zeroth-order optimization
(1)
Papers
New Balanced Active Learning Model and Optimization Algorithm
IJCAI 2018
A Comprehensive Linear Speedup Analysis for Asynchronous Stochastic Parallel Optimization from Zeroth-Order to First-Order
NeurIPS 2016
On Benefits of Selection Diversity via Bilevel Exclusive Sparsity
CVPR 2016
Asynchronous Parallel Stochastic Gradient for Nonconvex Optimization
NeurIPS 2015