3 papers
math.OC2025
Convex Submodular Minimization with Indicator Variables
Andres Gomez, Shaoning Han
We study a general class of convex submodular optimization problems with indicator variables. Many applications such as the problem of inferring Markov random fields (MRFs) with a…
quant-ph2024
NetQIR: An Extension of QIR for Distributed Quantum Computing
F. Javier Cardama, Jorge Vázquez-Pérez, César Piñeiro +3
The rapid advancement of quantum computing has highlighted the need for scalable and efficient software infrastructures to fully exploit its potential. Current quantum processors f…
math.OC2024
A Parametric Approach for Solving Convex Quadratic Optimization with Indicators Over Trees
Aaresh Bhathena, Salar Fattahi, Andrés Gómez +1
This paper investigates convex quadratic optimization problems involving indicator variables, each associated with a continuous variable, particularly focusing on scenarios whe…