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(5 events)   Timezone: America/Los_Angeles  
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Poster
Thu Dec 12 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #1
Average Case Column Subset Selection for Entrywise $\ell_1$-Norm Loss
In Algorithms -- Components Analysis (e.g., CCA, ICA, LDA, PCA)
Zhao Song · David Woodruff · Peilin Zhong
[ Paper]  [ Poster] 
Poster
Thu Dec 12 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #2
On Distributed Averaging for Stochastic k-PCA
In Algorithms -- Components Analysis (e.g., CCA, ICA, LDA, PCA)
Aditya Bhaskara · Pruthuvi Maheshakya Wijewardena
[ Paper]  [ Slides] 
Poster
Thu Dec 12 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #3
On Robustness of Principal Component Regression
In Algorithms -- Components Analysis (e.g., CCA, ICA, LDA, PCA)
Anish Agarwal · Devavrat Shah · Dennis Shen · Dogyoon Song
[ Paper]  [ Poster]  [ Slides] 
Poster
Thu Dec 12 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #4
Towards Practical Alternating Least-Squares for CCA
In Algorithms -- Components Analysis (e.g., CCA, ICA, LDA, PCA)
Zhiqiang Xu · Ping Li
[ Paper]  [ Poster] 
Poster
Thu Dec 12 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #5
Unsupervised Discovery of Temporal Structure in Noisy Data with Dynamical Components Analysis
In Algorithms -- Components Analysis (e.g., CCA, ICA, LDA, PCA)
David Clark · Jesse Livezey · Kristofer Bouchard
[ Paper]  [ Poster]