# Publications and CV

For my (possibly outdated) CV click HERE.

### Submitted and Working Papers

**Cutting Plane Generation Through Sparse Principal Component Analysis.**

Dey S., Kazachkov A., Lodi A. and Muñoz G.*Submitted*.**Principled Deep Neural Network Training through Linear Programming.**Bienstock D., Muñoz G. and Pokutta S.*Submitted.*

### Journal Publications

**On obtaining the convex hull of quadratic inequalities via aggregations**.

Dey S., Muñoz G. and Serrano F.*SIAM Journal on Optimization, 2022*.**On the implementation and strengthening of intersection cuts for QCQPs.**

Chmiela A., Muñoz G. and Serrano F.*Mathematical Programming, 2022*.**Convex Envelopes for Ray-Concave Functions.**

Barrera J., Moreno E. and Muñoz G.*Optimization Letters, 2022*.**Exact reliability optimization for series-parallel graphs using convex envelopes.**Barrera J., Moreno E., Muñoz G. and Romero P.*Networks, 2022.***Maximal Quadratic-free Sets**.

Muñoz G. and Serrano F.*Mathematical Programming, 2021.***On Generalized Surrogate Duality in Mixed-Integer Non-Linear Programming**.

Müller B., Muñoz G., Gasse M., Gleixner A., Lodi A. and Serrano F.*Mathematical Programming, 2021***New Limits of Treewidth-based tractability in Optimization.**Faenza Y., Muñoz G. and Pokutta S.*Mathematical Programming, 2020.***Outer-Product-Free Sets for Polynomial Optimization and Oracle-Based Cuts.**

Bienstock D., Chen C. and Muñoz G.*Mathematical Programming, 183, pp. 105–148, 2020.***Production scheduling for strategic open pit mine planning: A mixed-integer programming approach.**

Rivera O., Espinoza D., Goycoolea M., Moreno E. and Muñoz G.*Operations Research, 68(5), 1425-1444, 2020.***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.*

### Conference Proceedings

**On the implementation and strengthening of intersection cuts for QCQPs.**

Chmiela A., Muñoz G. and Serrano F..*Integer Programming and Combinatorial Optimization**IPCO 2021. Lecture Notes in Computer Science, vol 12707.***Maximal Quadratic-free Sets**.

Muñoz G. and Serrano F.*Integer Programming and Combinatorial Optimization. IPCO 2020. Lecture Notes in Computer Science, vol 12125.***On Generalized Surrogate Duality in Mixed-Integer Non-Linear Programming**.

Müller B., Muñoz G., Gasse M., Gleixner A., Lodi A. and Serrano F.*Integer Programming and Combinatorial Optimization. IPCO 2020. Lecture Notes in Computer Science, vol 12125.***Intersection Cuts for Polynomial Optimization.**Bienstock D., Chen C. and Muñoz G.*Integer Programming and Combinatorial Optimization. IPCO 2019. Lecture Notes in Computer Science, vol 11480.*Code can be found HERE**Sinkhorn Networks: Using Optimal Transport Techniques to Learn Permutations.**

Mena G., Belanger D., Muñoz G. and Snoek J.*NIPS Workshop in Optimal Transport and Machine Learning, 2017.***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.*

#### Ph.D. Thesis

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

#### Engineering Degree Thesis

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