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Least-Mean-Squares Coresets for Infinite Streams
Vladimir Braverman
,
Dan Feldman
, Harry Lang
, Daniela Rus
, Adiel Statman
Department of Computer Science
Research output
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peer-review
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Keyphrases
Regularized Regression
100%
Wikipedia
100%
Sum of Squared Distance
100%
1-factor
100%
Nearly Optimal
100%
Linear Subspace
100%
Least Mean Square
100%
Data Summarization
100%
Infinite Streams
100%
Number of Rows
100%
Numerical Error
100%
Constant Memory
100%
Problem with Constraints
100%
Finite Memory
100%
Input Sparsity
100%
Optimization Function
100%
Constrained Regression
100%
Mathematics
Main Result
100%
Approximates
100%
Minimizes
100%
Linear Subspace
100%
Mean Square
100%
Function Optimization
100%
Computer Science
Squared Distance
100%
Sparsity
100%
Linear Subspace
100%
Least-Mean-Square Algorithm
100%
Constant Memory
100%