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cs.DS2016★ 4 cited
Worst Case Competitive Analysis of Online Algorithms for Conic Optimization
Reza Eghbali, Maryam Fazel
Online optimization covers problems such as online resource allocation, online bipartite matching, adwords (a central problem in e-commerce and advertising), and adwords with separ…
math.OC2016
An optimal first order method based on optimal quadratic averaging
Dmitriy Drusvyatskiy, Maryam Fazel, Scott Roy
In a recent paper, Bubeck, Lee, and Singh introduced a new first order method for minimizing smooth strongly convex functions. Their geometric descent algorithm, largely inspired b…