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Polynomial parsability is obtained by imposing a bound on the functional composition schemata.
It is known that such is ensured by imposing a bound on the norm of the Girsanov kernels from the risk-neutral pricing measures.
Imposing a bound on the maximum number of parents to any vertex causes little change if the bound is sufficiently large, with four being a possible minimum.
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O'Neill's challenge: impose a little discipline.
Constraint-aggregation methods are used in engineering optimization problems to approximately impose a bound on a quantity of interest in a differentiable manner.
We instead impose a bound on a weighted sum of squared control coefficients, which is interpretable as a bound on the sample variation in the dependent variable induced by the controls.
This last constraint promotes sparsity, as it was exposed in (2), but also imposes a bound in the received signal power.
A compromise between robustness and performance is obtained by imposing a new bound on the Lyapunov function decreasing rate.
The asymptotic size of the two-stage test is derived in a model where weak instruments are ruled out by imposing a lower bound on the strength of the instruments.
The stability constraints are implemented by imposing a lower bound on the distance between the optimal point and all stability boundaries in its vicinity, where stability boundaries are described with notions from bifurcation theory.
We propose a new definition of this mapping in the framework of CAT ( 1 ) space by imposing a natural bound on the diameter of the space.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com