SW-SGD: The Sliding Window Stochastic Gradient Descent Algorithm.
Imen ChakrounTom HaberThomas J. AshbyPublished in: ICCS (2017)
Keyphrases
- stochastic gradient descent
- sliding window
- stochastic gradient
- matrix factorization
- least squares
- fixed size
- learning algorithm
- window size
- step size
- worst case
- data sets
- space efficient
- memory space
- cost function
- multiresolution
- principal components
- random forests
- objective function
- linear combination
- np hard
- data streams