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Oral
Wed Jul 11 04:30 AM -- 04:50 AM (PDT) @ K11
Leveraging Well-Conditioned Bases: Streaming and Distributed Summaries in Minkowski p-Norms
In Dimensionality Reduction 1
Charlie Dickens · Graham Cormode · David Woodruff
[ PDF]  [ PDF]  [ Video] 
Oral
Wed Jul 11 04:50 AM -- 05:10 AM (PDT) @ K11
Subspace Embedding and Linear Regression with Orlicz Norm
In Dimensionality Reduction 1
Alexandr Andoni · Chengyu Lin · Ying Sheng · Peilin Zhong · Ruiqi Zhong
[ PDF]  [ Video] 
Oral
Wed Jul 11 05:10 AM -- 05:20 AM (PDT) @ K11
Stochastic PCA with ℓ2 and ℓ1 Regularization
In Dimensionality Reduction 1
Poorya Mianjy · Raman Arora
[ PDF]  [ Video] 
Oral
Wed Jul 11 05:20 AM -- 05:30 AM (PDT) @ K11
Streaming Principal Component Analysis in Noisy Setting
In Dimensionality Reduction 1
Teodor Vanislavov Marinov · Poorya Mianjy · Raman Arora
[ PDF]  [ Video]