Abstract: We propose a principle called orthogonality for Auxiliary problems (APs) selection in Alternating structure optimization (ASO) algorithm. Both theoretical analyses and experimental results ...

To address these challenges, we propose the OrCo framework built on two core principles: features' orthogonality in the representation space, and contrastive learning. In particular, we improve the ...

Our approach maliciously sets the parameters of fully-connected layers to accurately reconstruct the input features, and of convolutional layers to maximize the orthogonality between prior and post ...

Our overall approach is to center our algorithms on the concept of distance. To this end, you will first tackle the ideas of distance and orthogonality in a vector space. You will then apply ...

Wünsche, Alfred 2015. Generating Functions for Products of Special Laguerre 2D and Hermite 2D Polynomials. Applied Mathematics, Vol. 06, Issue. 12, p. 2142.

Abstract: Electron microscopy is used to determine the form and size of samples from images. Consequently, distortion or error in the images produces incorrect data ...

First-order and higher-order theories are presented, with much of the latter material appearing for the first time in book form. Subjects treated include orthogonality, termination, lambda calculus ...

Lectures on Pseudo-Differential Operators: Regularity Theorems and Applications to Non-Elliptic Problems Alexander Nagel and Elias M. Stein The theory of pseudo-differential operators (which ...

Extensive empirical testing supports the identifying assumptions of instrument strength and orthogonality. GMM results show that an additional weekly work hour reduces current year GPA by about 0.011 ...

A fundamental overview of operating systems (OSes) with an emphasis on practice. Topics covered include: OS structure, OS models, OS abstractions, concurrency sources, concurrency challenges, ...

[RetroBytes] nicely presents the curious history of the SPARC processor architecture. SPARC, short for Scalable Processor Architecture, defined some of the most commercially successful RISC ...