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Machine replication, cell's size, sequence of operations, and reconfiguration are considered as constraints of the model.
A typical choice for a step size sequence is for instance for some.
In addition to protein size, sequence, and topology, the environment represents an equally important factor in determining folding speed.
The purpose of this paper is to introduce a new choice of the step size sequence { τ n } that makes the associated algorithms never terminate.
However, there is room for further research into devising line search fixed point algorithms to accelerate the Halpern algorithm with a diminishing step size sequence.
Table 4 Average collisions per gene sequence word varying base word size for 32 and 64-bit hash codes Hash size Sequence Avg.
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One direct way to implement sliding windows in a user-based or item-based CF system is to rebuild the similarity matrix using data of a fixed size sequence-based window holding the w latest sessions.
A small student DNN having 3.4 million parameters trained with soft targets from a larger, sequence-trained DNN obtained 4.6 and 3.3 % relative reductions in WER compared to a small DNN of the same size, sequence-trained with hard aligned targets and log-mel filterbank inputs.
where l is the iteration index, s λ j l is the appropriate positive step-size sequence.
The basic idea of the subgradient method is to design a step-size sequence to update λ 1 and λ 2 in the subgradient direction.
In iterations, when the difference between the signal sparsity and the number of atom selection adjust to large step-size sequence, the corresponding residual will suddenly increase.
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