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Talk
Mon Aug 07 09:30 AM -- 09:48 AM (KST) @ C4.4
Communication-efficient Algorithms for Distributed Stochastic Principal Component Analysis
In Latent feature models
Dan Garber · Ohad Shamir · Nati Srebro
[ PDF]  [ ss Summary/Notes]  [ Video] 
Talk
Mon Aug 07 09:48 AM -- 10:06 AM (KST) @ C4.4
SPLICE: Fully Tractable Hierarchical Extension of ICA with Pooling
In Latent feature models
Jun-ichiro Hirayama · Aapo Hyvärinen · Motoaki Kawanabe
[ PDF]  [ ss Summary/Notes]  [ Video] 
Talk
Mon Aug 07 10:06 AM -- 10:24 AM (KST) @ C4.4
Latent Feature Lasso
In Latent feature models
En-Hsu Yen · Wei-Cheng Lee · Sung-En Chang · Arun Suggala · Shou-De Lin · Pradeep Ravikumar
[ PDF]  [ ss Summary/Notes]  [ Video] 
Talk
Mon Aug 07 10:24 AM -- 10:42 AM (KST) @ C4.4
Online Partial Least Square Optimization: Dropping Convexity for Better Efficiency and Scalability
In Latent feature models
Zhehui Chen · Lin Yang · Chris Junchi Li · Tuo Zhao
[ PDF]  [ ss Summary/Notes]  [ Video]