Gonzalo Muñoz

According to our database, Gonzalo Muñoz authored at least 25 papers between 2015 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Decision-Focused Predictions via Pessimistic Bilevel Optimization: A Computational Study.

Víctor Bucarey, Sophia Calderón, Gonzalo Muñoz, Frédéric Semet

Proceedings of the Integration of Constraint Programming, Artificial Intelligence, and Operations Research, 2024

2023

Principled deep neural network training through linear programming.

Daniel Bienstock, Gonzalo Muñoz, Sebastian Pokutta

Discret. Optim., August, 2023

On the implementation and strengthening of intersection cuts for QCQPs.

Antonia Chmiela, Gonzalo Muñoz, Felipe Serrano

Math. Program., February, 2023

Computational Tradeoffs of Optimization-Based Bound Tightening in ReLU Networks.

Fabian Badilla, Marcos Goycoolea, Gonzalo Muñoz, Thiago Serra

CoRR, 2023

When Deep Learning Meets Polyhedral Theory: A Survey.

Joey Huchette, Gonzalo Muñoz, Thiago Serra, Calvin Tsay

CoRR, 2023

Exploiting the Polyhedral Geometry of Stochastic Linear Bilevel Programming.

Gonzalo Muñoz, David Salas, Anton Svensson

Proceedings of the Integer Programming and Combinatorial Optimization, 2023

Compressing Branch-and-Bound Trees.

Gonzalo Muñoz, Joseph Paat, Álinson S. Xavier

Proceedings of the Integer Programming and Combinatorial Optimization, 2023

Towards a Characterization of Maximal Quadratic-Free Sets.

Gonzalo Muñoz, Joseph Paat, Felipe Serrano

Proceedings of the Integer Programming and Combinatorial Optimization, 2023

Monoidal Strengthening and Unique Lifting in MIQCPs.

Antonia Chmiela, Gonzalo Muñoz, Felipe Serrano

Proceedings of the Integer Programming and Combinatorial Optimization, 2023

2022

On Obtaining the Convex Hull of Quadratic Inequalities via Aggregations.

Santanu S. Dey, Gonzalo Muñoz, Felipe Serrano

SIAM J. Optim., 2022

Cutting Plane Generation through Sparse Principal Component Analysis.

Santanu S. Dey, Aleksandr M. Kazachkov, Andrea Lodi, Gonzalo Muñoz

SIAM J. Optim., 2022

Convex envelopes for ray-concave functions.

Javiera Barrera, Eduardo Moreno, Gonzalo Muñoz

Optim. Lett., 2022

Exact reliability optimization for series-parallel graphs using convex envelopes.

Javiera Barrera, Eduardo Moreno, Gonzalo Muñoz, Pablo Romero

Networks, 2022

Maximal quadratic-free sets.

Gonzalo Muñoz, Felipe Serrano

Math. Program., 2022

On generalized surrogate duality in mixed-integer nonlinear programming.

Benjamin Müller, Gonzalo Muñoz, Maxime Gasse, Ambros M. Gleixner, Andrea Lodi, Felipe Serrano

Math. Program., 2022

New limits of treewidth-based tractability in optimization.

Yuri Faenza, Gonzalo Muñoz, Sebastian Pokutta

Math. Program., 2022

2020

Outer-product-free sets for polynomial optimization and oracle-based cuts.

Daniel Bienstock, Chen Chen, Gonzalo Muñoz

Math. Program., 2020

Production Scheduling for Strategic Open Pit Mine Planning: A Mixed-Integer Programming Approach.

Orlando Rivera Letelier, Daniel G. Espinoza, Marcos Goycoolea, Eduardo Moreno, Gonzalo Muñoz

Oper. Res., 2020

2019

Intersection Cuts for Polynomial Optimization.

Daniel Bienstock, Chen Chen, Gonzalo Muñoz

Proceedings of the Integer Programming and Combinatorial Optimization, 2019

2018

LP Formulations for Polynomial Optimization Problems.

Daniel Bienstock, Gonzalo Muñoz

SIAM J. Optim., 2018

Limits of Treewidth-based tractability in Optimization.

Yuri Faenza, Gonzalo Muñoz, Sebastian Pokutta

CoRR, 2018

A study of the Bienstock-Zuckerberg algorithm: applications in mining and resource constrained project scheduling.

Gonzalo Muñoz, Daniel G. Espinoza, Marcos Goycoolea, Eduardo Moreno, Maurice Queyranne, Orlando Rivera Letelier

Comput. Optim. Appl., 2018

2017

Robust linear control of storage in transmission systems, and extensions to robust network control problems.

Daniel Bienstock, Gonzalo Muñoz, Shuoguang Yang, Carsten Matke

Proceedings of the 56th IEEE Annual Conference on Decision and Control, 2017

2016

Robust optimization of power network operation: storage devices and the role of forecast errors in renewable energies.

Carsten Matke, Daniel Bienstock, Gonzalo Muñoz, Shuoguang Yang, David Kleinhans, Sebastian Sager

Proceedings of the Complex Networks & Their Applications V - Proceedings of the 5th International Workshop on Complex Networks and their Applications (COMPLEX NETWORKS 2016), Milan, Italy, November 30, 2016

2015

LP approximations to mixed-integer polynomial optimization problems.

Daniel Bienstock, Gonzalo Muñoz

CoRR, 2015