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08/29/2022
Online Bidding Algorithms for Return-on-Spend Constrained Advertisers
Online advertising has recently grown into a highly competitive and comp...
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08/07/2022
Decomposable Non-Smooth Convex Optimization with Nearly-Linear Gradient Oracle Complexity
Many fundamental problems in machine learning can be formulated by the c...
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03/08/2022
A Fast Scale-Invariant Algorithm for Non-negative Least Squares with Non-negative Data
Nonnegative (linear) least square problems are a fundamental class of pr...
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10/29/2021
Computing Lewis Weights to High Precision
We present an algorithm for computing approximate â„“_p Lewis weights to h...
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09/21/2020
A Faster Interior Point Method for Semidefinite Programming
Semidefinite programs (SDPs) are a fundamental class of optimization pro...
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02/12/2020
Positive Semidefinite Programming: Mixed, Parallel, and Width-Independent
We give the first approximation algorithm for mixed packing and covering...
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03/05/2019
