Search Results for author: Seonho Kim

Found 2 papers, 0 papers with code

Max-affine regression via first-order methods

no code implementations15 Aug 2023 Seonho Kim, Kiryung Lee

We consider regression of a max-affine model that produces a piecewise linear model by combining affine models via the max function.

regression Retrieval

Max-Linear Regression by Convex Programming

no code implementations12 Mar 2021 Seonho Kim, Sohail Bahmani, Kiryung Lee

When the $k$ linear components are equally likely to achieve the maximum, our result shows a sufficient number of noise-free observations for exact recovery scales as {$k^{4}p$} up to a logarithmic factor.


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