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Talk
Tue Aug 08 09:30 AM -- 09:48 AM (KST) @ C4.4
How Close Are the Eigenvectors of the Sample and Actual Covariance Matrices?
In Spectral methods
Andreas Loukas
[ PDF]  [ ss Summary/Notes]  [ Video] 
Talk
Tue Aug 08 09:48 AM -- 10:06 AM (KST) @ C4.4
Faster Principal Component Regression and Stable Matrix Chebyshev Approximation
In Spectral methods
Zeyuan Allen-Zhu · Yuanzhi Li
[ PDF]  [ ss Summary/Notes]  [ Video] 
Talk
Tue Aug 08 10:06 AM -- 10:24 AM (KST) @ C4.4
Spectral Learning from a Single Trajectory under Finite-State Policies
In Spectral methods
Borja de Balle Pigem · Odalric Maillard
[ PDF]  [ ss Summary/Notes]  [ Video] 
Talk
Tue Aug 08 10:24 AM -- 10:42 AM (KST) @ C4.4
Capacity Releasing Diffusion for Speed and Locality.
In Spectral methods
Di Wang · Kimon Fountoulakis · Monika Henzinger · Michael Mahoney · Satish Rao
[ PDF]  [ ss Summary/Notes]  [ Video] 
Talk
Tue Aug 08 10:42 AM -- 11:00 AM (KST) @ C4.4
Doubly Accelerated Methods for Faster CCA and Generalized Eigendecomposition
In Spectral methods
Zeyuan Allen-Zhu · Yuanzhi Li
[ PDF]  [ ss Summary/Notes]  [ Video]