Sentence examples for risk bound from inspiring English sources

Moreover, its generalization risk bound is tighter than that of LapRLS in terms of the Rademacher complexity.

This is a version of the well-known Hajek-Le Cam minimax risk bound (see, e.g., Ibragimov and Has'minskii (1981), Theorem 2.12.1).

More importantly, we have demonstrated that the proposed multi-view approach generally has a tighter generalization risk bound than its single-view one in terms of the Rademacher complexity analysis.

The characters of the RMultiV-MHKS are: (1) distributing more weight to the favorable views which can reflect the property of the problem; (2) owning a tighter generalization risk bound than its corresponding single-view learning machine in terms of the Rademacher complexity; (3) having a statistically superior classification performance to the original MultiV-MHKS.

Therefore, according to the structural risk minimization inductive principle, the training of an SVM is to minimize the guaranteed risk bound, min w,b,e ϕ (w,b,e) = 1 2 W T W +  1 2 C  ∑ i = 1 1 e i 2, subject to the constraints yi[< w, xi > + b] ≥ 1 - ei, i = 1,... , l

In musical terms at least, Bragg paused again between 2003 and 2008, when he wrote The Progressive Patriot, a book that mixed memoir with his thoughts about English identity and nationhood, and the risks bound up with the left's refusal to engage with such subjects.

A group of people high on the same combination of sex, power and risk is bound to make the already very confident feel dangerously invincible, and untethered from any legal or ethical obligation.

An administration official said Tuesday that the government had broadened the screening of "high risk" cargo bound for the United States after a "dry run" of suspicious material sent from Yemen to Chicago in September.

He would have to wait to see if orderly elections could be held.Such backsliding, even if founded on a realistic assessment of the risks, is bound to antagonise his opponents.

More accurate adherence monitoring, such as can be achieved through a real-time approach, may help prioritize limited resources for HIV RNA monitoring to those at increased risk for viral bound.

The E6 and E7 proteins of HPV-16 and HPV-18 bind to the RB and p53 proteins very tightly; in contrast, the E6 and E7 proteins of HPV-6 and HPV-11 (the low-risk types) bind RB and p53 with low affinity.