Sentence examples for smooth loss from inspiring English sources

Exact(1)

One way to resolve this issue is to use a surrogate smooth loss function of the hinge loss function in the unconstrained problem (5), this leads to achieve the optimal rate (O(1/T)), illustrated in [39, 40].

Similar(59)

But the SEC backed OFHEO, and shortly before Christmas Mr Raines and Tim Howard, Fannie Mae's chief financial officer, lost their jobs.Yes, said the SEC, Fannie Mae had been improperly smoothing losses on derivatives contracts used to hedge its $900 billion mortgage portfolio.

By exploitation of several training strategies including data augmentation and smooth L1 loss, REN significantly improves the performance of ConvNet for hand pose estimation.

The first one is to build balanced training of binary classifiers with a sampling strategy and a smooth hinge loss function.

A possible explanation about smooth capacity loss of Bi2WO6 after long-term cycling is suggested from the incomplete reaction of Bi component.

Our approach is quite different with this work in which we train classifiers with a sampling strategy and a smooth hinge loss function and parallelize the training task of binary classifiers on several multi-core computers.

The primary idea is to build the balanced classifiers with a sampling strategy and a smooth hinge loss function and then parallelize the training process of these classifiers with several multi-core computers.

The derivation presented here shows that the smooth MCE loss function, far from being an ad-hoc approximation of the true error, can be seen as the direct consequence of using a well-understood type of smoothing, Parzen estimation, to estimate the theoretical risk from a finite training set.

Okeda et al 86 had first verified that the smaller the arteriole, the more severe the vascular smooth muscle loss.

In the basilar cisterns, the vascular amyloid was associated with moderate to severe vasculopathy with smooth muscle loss and double barrel vascular profiles.

Co-expression of GMR-GAL4 = >Sgg/GSK-3 and GMR = >c-Myb caused a more severe eye phenotype reminiscent of that caused by lz-GAL4 = >v-Myb, with a smooth surface, loss of sensory bristles, and apparent absence of central pigmentation within individual ommatidia.

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