Prague University of Economics and Business

output

20112026

most citedA review of possible effects of cognitive biases on the interpretation of rule-based machine learning models

138 citations

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Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

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Showing 2019 · math.OCShow all

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math.OC2019

Walks on hyperplane arrangements and optimization of piecewise linear functions

Michal Černý, Milan Hladík, Miroslav Rada

We propose an exact iterative algorithm for minimization of a class of continuous cell-wise linear convex functions on a hyperplane arrangement. Our particular setup is motivated b…

math.OC2019★ 1 cited

A new polynomially solvable class of quadratic optimization problems with box constraints

Milan Hladík, Michal Černý, Miroslav Rada

We consider the quadratic optimization problem $max_{x \in C} x^{T} Q x + q^{T} x$ , where $C \subseteq R^{n}$ is a box and $r := rank (Q)$ is assumed to be $\mathcal{O}(…