Symmetric Norm Estimation and Regression on Sliding Windows.
Vladimir BravermanViska WeiSamson ZhouPublished in: CoRR (2021)
Keyphrases
- sliding window
- data streams
- fixed size
- variable size
- window size
- regression model
- limited memory
- space efficient
- walsh hadamard transform
- streaming data
- window sizes
- estimation algorithm
- multiresolution
- exponential decay
- semi parametric
- gaussian processes
- signal to noise ratio
- computer simulation
- high speed data streams
- model selection
- maximum likelihood