First, compared with ADM-ISTA-DL, both ADM-FISTA-DL and our ALM-DL exhibit faster convergence, with the iterative process, ADM-FISTA-DL behaves slower increase of ALN since they use FISTA in the inner minimization such that has quicker reduction of ALN under the predefined iteration number; our ALM-DL behaves faster decrease of RMSE due to the accelerated update of variables z and y.
Garcetti also promised to make other changes, such as accelerating updates to community plans.
Scientists accelerated the update of a model of Earth's fluctuating magnetic field, which is needed to keep navigational systems functioning.
The mayor asked that the panel accelerate its updates for the post-Hurricane Sandy report.
Under these circumstances, both x and y are accelerated thereby the update of dictionary A is accelerated.
The eSIM carrier update has accelerated AT&T and Verizon support (which was previously delayed) and it will now launch with T-Mobile in December.
Seen from Diagram 2, by using up-to-date z m, the convergence of variables both x and y are accelerated, therefore the corresponding update of dictionary A, A k +1 = A k + μY k +1 (X k +1, 0 T, are also accelerated accordingly.
Aboalsamh [4] proposed an incremental learning way and overcame the effect of concept drift phenomenon through accelerating the rate of update and updating the model continuously.
A new population updating scheme is applied to accelerate the convergence speed.
Second, we show that the convergence rate of the maximum likelihood algorithm, optimised with paraboloidal surrogates and conjugate gradient ascent (ML-PSCG), can be greatly accelerated using view-by-view updates.
With this update, Google massively accelerated deployment speeds, for example.
