The usual loss function used in deep learning for multi-class classification is the logarithmic loss. In this paper we explore the direct use of a weighted kappa loss function for multi-class classification of ordinal data, also known as ordinal regression. Three classification problems are solved...
Kernel functionComplexityPolynomial algorithmLinear complementarity problemIn this paper, we propose interior-point algorithms for $P_* (\\kappa )$ -linear complementarity problem based on a new class of kernel functions. New search directions and proximity measures are defined based on these functions...
Transforming growth factor {beta} (TGF-{beta})-Smad target gene protein tyrosine phosphatase receptor type kappa is required for TGF-{beta} function Transforming growth factor beta (TGF-beta) inhibits proliferation and promotes cell migration. In TGF-beta-treated MCF10A mammary epithelial cells over...
The kappa opioid receptor (KOR), a G protein-coupled receptor, and its endogenous ligands, the dynorphins, are prominent members of the opioid neuromodulatory system. The endogenous kappa opioid system is expressed in the central and peripheral nervous s
Iienstock-Kurzweil integrable functionThe objective of this paper is to construct canonical Orlicz class and study their fundamental properties. Also, we prove that this space contains Henstock-Kurzweil integrable functions.doi:10.1142/S1793557122501868Kalita, Hemanta...
Together, these data provide the first evidence that NF-kappaB signaling via intronic sequences regulates FcRn expression and function.Liu XLaboratory of ImmunologyYe LChristianson GJYang JQRoopenian DCZhu XThe Journal of Immunology: Official Journal of the American Association of Immunologists...
A class of polynomial interior-point methods for $P_*(kappa)$ horizontal linear complementarity problem based on a trigonometric kernel functionShuang WangJia GuJinwei Yang
Kernel functionJournal of the Operations Research Society of China - In this paper, a class of polynomial interior-point algorithms for $$P_*\\left(\\kappa ight)$$ -horizontal linear complementarity problems...doi:10.1007/s40305-015-0070-6Asadi, SoodabehDepartment of Applied Mathematics, ...
A polynomial-time algorithm for linear optimization based on a new class of parametric kernel function In this paper, we present a class of polynomial primal-dual interior-point algorithms for linear optimization based on a new class of parametric kernel fun... L Zhang,Y Xu - IEEE 被引量: ...
Interior-point methodCentral pathPolynomial complexityKernel function90C5190C33In this paper, a class of polynomial interior-point algorithms for [equation]-horizontal linear complementarity problems based on a new parametric kernel function is presented. The new parametric......