Publications associées à Representer Theorems for Sparsity-Promoting $ ℓ _{ 1 } $ Regularization

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New Results in Integer and Lattice Programming

Christoph Hunkenschröder

An integer program (IP) is a problem of the form

\min \{f(x) : \, Ax = b, \ l \leq x \leq u, \ x \in \Z^n\}

, where

A \in \Z^{m \times n}

b \in \Z^m

l,u \in \Z^n

, and

f: \Z^n \rightarrow \Z

is a separable convex objective function. The problem o ...

EPFL2020

Representer Theorems for Sparsity-Promoting $ ℓ _{ 1 } $ Regularization

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Geodesic Distance on Optimally Regularized Functional Connectomes Uncovers Individual Fingerprints