function to be an open mapping, we demonstrate new properties of the solution sets of certain piecewise linear equations, and draw up new conditions for a piecewise linear function to be a ...

Abstract: We study the stability of an equilibrium of arbitrarily switched, autonomous, continuous-time systems through the computation of a common Lyapunov function (CLF). The switching occurs ...

Learn how the Least Squares Criterion determines the line of best fit for data analysis, enhancing predictive accuracy in finance, economics, and investing.

Abstract: In this paper, signed and unsigned approximate dividers based on piecewise linear fitting of surface (PLSAD) are proposed. After extracting the exponent and mantissa of two binary ...

This repository is an implementation of the paper entitled "On Representing Mixed-Integer Linear Programs by Graph Neural Networks." (ICLR 2023) The paper can be found here. Our codes are modified ...

TheWebConf'24 full paper - "Linear-Time Graph Neural Networks for Scalable Recommendations" - QwQ2000/TheWebConf24-LTGNN-PyTorch ...