Computing the Gradient in Optimization Algorithms for the CP Decomposition in Constant Memory through Tensor Blocking.
Nick VannieuwenhovenKarl MeerbergenRaf VandebrilPublished in: SIAM J. Sci. Comput. (2015)
Keyphrases
- optimization problems
- discrete optimization
- optimization methods
- neural network
- learning algorithm
- data structure
- combinatorial optimization
- memory usage
- computationally efficient
- optimization algorithm
- memory footprint
- optimization approaches
- external memory
- efficient computation
- global optimization
- constraint programming
- theoretical analysis
- significant improvement
- data mining