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20152026
most citedSign-Perturbed Sums: A New System Identification Approach for Constructing Exact Non-Asymptotic Confidence Regions in Linear Regression Models

68 citations · 98 across the 14 of their papers we have counts for

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cs.LG2020

A Theory of the Risk for Optimization with Relaxation and its Application to Support Vector Machines

Marco C. Campi, Simone Garatti

In this paper we consider optimization with relaxation, an ample paradigm to make data-driven designs. This approach was previously considered by the same authors of this work in G…