most citedDynamic and Static Object Detection Considering Fusion Regions and Point-wise Features

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math.OC2026

Convexification of mixed-integer quadratic optimization via decision diagrams

Soobin Choi, Salar Fattahi, Andres Gomez +2

We study mixed-integer quadratic optimization (MIQO) problems with indicator variables. We propose a unified framework, based on decision diagrams, that serves both to solve the as…

math.OC2026

Coordinate Optimality Reformulation for Mixed-Integer Convex Programs with Indicators

Tong Xu, Salar Fattahi, Andrés Gómez +1

We consider mixed-integer convex optimization problems in which binary indicators control continuous variables. We introduce the \emph{Coordinate Optimality Reformulation} (CORe) f…

math.OC2021

A Graph-based Decomposition Method for Convex Quadratic Optimization with Indicators

Peijing Liu, Salar Fattahi, Andrés Gómez +1

In this paper, we consider convex quadratic optimization problems with indicator variables when the matrix defining the quadratic term in the objective is sparse. We use a grap…