14.2.3 Importance of representation Both the time and the sample complexity of the learning algorithm obviously depend on the complexity of the underlying target concept. In Chapter 13 we have seen that learnability is often feasible only if the hypothesis space is larger than a subspace containing...
CPD is found to be robust against outliers and missing points and can preserve the topological structure of the point sets. Note that the CPD algorithm has to compute the inversion of aM\(\times\)Mmatrix per iteration and therefore has a computation complexity of\(O({M}^{3})\)in the ...
In more complex animation systems, this transformation may include manipulations of arbitrary complexity not suitable for representation in a matrix, such as nonlinear shape deformations. World space to eye space transformation In preparation for the perspective transformation, a rigid transformation is ...
This time variability also adds another dimension of complexity. The upper tropospheric temperatures on both planets derived from Voyager 2 show cool mid-latitudes in the 80–800 mbar range, contrasted with warm equator and poles (Flasar et al. 1987; Conrath et al. 1998). The temperature ...
The computational complexity of the proposed filter is low, employing 3 multiplications and 6 additions/subtractions per output sample.H.L.P. Arjuna MadanayakeLen T. BrutonProceedings of 2008 IEEE International Symposium on Circuits and Systems: Seattle, WA 18-21 May 2008, v.2...
How can the many players best navigate the increasing complexity of the rapidly evolving space risk landscape? What is the likelihood of a collision in low Earth orbits and how can liability be attributed in such a loss scenario? Swiss Re Corporate Solutions has been a leader in the space ...
It is worth pointing out that the harmonic scattering patterns can also be calculated via the inverse fast Fourier transform (IFFT) technique31, which can greatly reduce the computational complexity of the optimization, especially for electrically large metasurfaces. ...
It should be noted that in some instances the complexity of instrument operations and SOC operations was difficult to separate between the instrument papers of this journal and this paper. If the reader cannot find the desired information for which they are searching about a particular instrument, ...
*** TIME BEING SUBJECT TO THE SIZE AND COMPLEXITY OF THE PROJECT. BUT REALISTICALLY ACHIEVABLE FOR MANY 2D STEEL-FRAME PREFABRICATED HOUSES AND VILLAS. - THIS EVEN MORESO WITH 'CONNOISSEUR' VOLUMETRIC (PPVC) BUILDINGS. NEED SOME MORE INSPIRATION?
On the other hand, more DoFs of light means enhanced complexity of the decryption key (it's harder to get access to the encoded information), resulting in increased security of the encrypted information. The design principle of the combined DoFs for light field modulation is shown in Fig. 8...