These pair-wise "penalties" are weighted by the size of the regions involved.
Extending and improving our work on Gaussian graphical models [ 21],[ 22], we designed block-wise separable penalties in the Lasso-type models that permit joint learning and knowledge incorporation with an efficient closed-form solution.
When insufficient data is provided, the resulting dictionary may not be complete due to the effect of nondifferentiable column-wise l2 norm penalties.
Rolland is wise to it and gives another penalty.
The user may provide (or use default values of) the gap open and extension penalties for the pair-wise alignment.
Good information, together with a trial period without financial penalty, enables students to make wise choices about their higher education plans.
Where penalties can be crippling, it is wise to be forearmed.
"I'm always available to take penalties but it might sometimes be wiser to say to someone else, 'You have a crack,'" the Aston Villa captain acknowledged on Saturday.
Smith's chip kick almost brought Brew a second score, but Edinburgh were wise to the threat and Tovey ensured the home win with his third and final penalty in the 65th minute.
Sequences were aligned by ClustalW [ 47] using default parameters (a Gonnet protein weight matrix and gap-opening penalties of 10 and gap-extending penalties of 0.1 and 0.2 for pair-wise and multiple alignments, respectively) implemented in the MEGA4 program [ 48].
And here came the Japanese, resourceful, skilled, with their coach smiling peacefully — like a wise, reflective mask in a Japanese Noh theater drama — as they broke the huddle to take penalty kicks.
