Microsoft

k-Servers with a Smile: Online Algorithms via Projections

We give an algorithms based on %the convex-programming primitive of Bregman projections. This algorithm has a competitive ratios that match some of the recent results given by Bubeck et al. (STOC 2018 ...
Microsoft

Integral Online Algorithms for Set Cover and Load Balancing with Convex Objectives

Online Set Cover and Load Balancing are central problems in online optimization, and there is a long line of work on developing algorithms for these problems with convex objectives. Although we know ...
IEEE

Support Vector Machine Detection Strategies for Different Types of Faults

Abstract: In this study, the application of support vector machine (SVM) in modern industrial fault diagnosis is mainly analyzed. As an advanced machine learning algorithm, SVM can effectively ...
IEEE

Performance Analysis of Support Vector Machine (SVM) Model Through Parameter Optimization with Genetic Algorithm (GA) in Chronic Kidney Disease Classification

Abstract: This study uses hyperparameter optimization to improve accuracy in classifying CKD or chronic kidney disease with the use of a Support Vector Machine algorithm or SVM. SVM is combined with ...
jacobin

Dating in the Age of the Algorithm

Dating apps have transformed intimacy into a marketplace of frustration. They fuel gender conflict while ruthlessly extracting value from our most intimate desires. Love is increasingly shaped by ...