Double descent in the condition number

In solving a system of n linear equations in d variables Ax=b, the condition number of the (n,d) matrix A measures how much errors in the data b affect the solution x. Bounds of this type are important in many inverse problems. An example is machine learning where the key task is to estimate...

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Bibliographic Details
Main Authors: Poggio, Tomaso, Kur, Gil, Banburski, Andrzej
Format: Technical Report
Language:en_US
Published: Center for Brains, Minds and Machines (CBMM) 2019
Online Access:https://hdl.handle.net/1721.1/123108