Publications and CV

For my (possibly outdated) CV click HERE.

Principled Deep Neural Network Training through Linear Programming.
Bienstock D., Muñoz G. and Pokutta S. Submitted.
Limits of Treewidth-based tractability in Optimization.
Faenza Y., Muñoz G. and Pokutta S. Submitted.
Production scheduling for strategic open pit mine planning: A mixed integer programming approach.
Rivera O., Espinoza D., Goycoolea M., Moreno E. and Muñoz G. Submitted.
Outer-Product-Free Sets for Polynomial Optimization and Oracle-Based Cuts.
Bienstock D., Chen C. and Muñoz G. Submitted. Code can be found HERE.

LP formulations for polynomial optimization problems.
Bienstock D. and Muñoz G. SIAM Journal on Optimization 28 (2), pp. 1121-1150, 2018.
A study of the Bienstock-Zuckerberg algorithm, Applications in Mining and Resource Constrained Project Scheduling.
Muñoz G., Espinoza D., Goycoolea M., Moreno E., Queyranne M. and Rivera O. Computational Optimization and Applications, 69(2), pp. 501-534, 2018.
Robust optimization of power network operation: storage devices and the role of forecast errors in renewable energies.
Matke C., Bienstock D., Muñoz G., Yang S., Kleinhans D. and Sager S. Complex Networks & Their Applications V. Studies in Computational Intelligence, vol 693, pp. 809-820, 2017.
Approximate method for AC transmission switching based on a simple relaxation for AC-OPF problems.
Bienstock D. and Muñoz G. Power & Energy Society General Meeting, IEEE pp. 1-5, July 2015.
Open Pit Mine Scheduling under uncertainty: a robust approach.
Espinoza D., Goycoolea M., Moreno E., Muñoz G., and Queyranne M. APCOM 2013 – Applications of Computers and Operations Research in the Mineral Industry, pp. 433-444, 2013.

Integer programming techniques for Polynomial Optimization. Columbia University Academic Commons, 2017.

Linear Integer Programming Models and Applications in Mining (in Spanish). Academic Repository Universidad de Chile, 2012.