Gonzalo Muñoz

Publication Activity (10 Years)

Years Active: 2015-2023
Publications (10 Years): 32

Top Topics

Optimization Problems

Top Venues

Publications

Daniel Bienstock, Gonzalo Muñoz, Sebastian Pokutta
Principled deep neural network training through linear programming. Discret. Optim. 49 (2023)
Antonia Chmiela, Gonzalo Muñoz, Felipe Serrano
Monoidal Strengthening and Unique Lifting in MIQCPs. IPCO (2023)
Gonzalo Muñoz, David Salas, Anton Svensson
Exploiting the Polyhedral Geometry of Stochastic Linear Bilevel Programming. IPCO (2023)
Antonia Chmiela, Gonzalo Muñoz, Felipe Serrano
On the implementation and strengthening of intersection cuts for QCQPs. Math. Program. 197 (2) (2023)
Fabian Badilla, Marcos Goycoolea, Gonzalo Muñoz, Thiago Serra
Computational Tradeoffs of Optimization-Based Bound Tightening in ReLU Networks. CoRR (2023)
Joey Huchette, Gonzalo Muñoz, Thiago Serra, Calvin Tsay
When Deep Learning Meets Polyhedral Theory: A Survey. CoRR (2023)
Víctor Bucarey, Sophia Calderón, Gonzalo Muñoz, Frédéric Semet
Decision-focused predictions via pessimistic bilevel optimization: a computational study. CoRR (2023)
Gonzalo Muñoz, Joseph Paat, Álinson S. Xavier
Compressing Branch-and-Bound Trees. IPCO (2023)
Gonzalo Muñoz, Joseph Paat, Felipe Serrano
Towards a Characterization of Maximal Quadratic-Free Sets. IPCO (2023)
Javiera Barrera, Eduardo Moreno, Gonzalo Muñoz
Convex envelopes for ray-concave functions. Optim. Lett. 16 (8) (2022)
Santanu S. Dey, Gonzalo Muñoz, Felipe Serrano
On Obtaining the Convex Hull of Quadratic Inequalities via Aggregations. SIAM J. Optim. 32 (2) (2022)
Santanu S. Dey, Aleksandr M. Kazachkov, Andrea Lodi, Gonzalo Muñoz
Cutting Plane Generation through Sparse Principal Component Analysis. SIAM J. Optim. 32 (2) (2022)
Yuri Faenza, Gonzalo Muñoz, Sebastian Pokutta
New limits of treewidth-based tractability in optimization. Math. Program. 191 (2) (2022)
Benjamin Müller, Gonzalo Muñoz, Maxime Gasse, Ambros M. Gleixner, Andrea Lodi, Felipe Serrano
On generalized surrogate duality in mixed-integer nonlinear programming. Math. Program. 192 (1) (2022)
Javiera Barrera, Eduardo Moreno, Gonzalo Muñoz, Pablo Romero
Exact reliability optimization for series-parallel graphs using convex envelopes. Networks 80 (2) (2022)
Gonzalo Muñoz, Felipe Serrano
Maximal quadratic-free sets. Math. Program. 192 (1) (2022)
Antonia Chmiela, Gonzalo Muñoz, Felipe Serrano
On the Implementation and Strengthening of Intersection Cuts for QCQPs. IPCO (2021)
Gonzalo Muñoz, Felipe Serrano
Maximal Quadratic-Free Sets. IPCO (2020)
Nicolás Herrera, Jorge J. Villalón, Gonzalo Muñoz, Gabriela Baez
Aleph: An indicator of decision-making patterns within collaborative marking sessions for writing assessment that can predict reliability. ICALT (2020)
Daniel Bienstock, Chen Chen, Gonzalo Muñoz
Outer-product-free sets for polynomial optimization and oracle-based cuts. Math. Program. 183 (1) (2020)
Orlando Rivera Letelier, Daniel G. Espinoza, Marcos Goycoolea, Eduardo Moreno, Gonzalo Muñoz
Production Scheduling for Strategic Open Pit Mine Planning: A Mixed-Integer Programming Approach. Oper. Res. 68 (5) (2020)
Benjamin Müller, Gonzalo Muñoz, Maxime Gasse, Ambros M. Gleixner, Andrea Lodi, Felipe Serrano
On Generalized Surrogate Duality in Mixed-Integer Nonlinear Programming. IPCO (2020)
Daniel Bienstock, Chen Chen, Gonzalo Muñoz
Intersection Cuts for Polynomial Optimization. IPCO (2019)
Roberto Jaunez, Jorge J. Villalón, Gonzalo Muñoz, Gabriela Baez
A Method to Predict Interrater Agreement in Writing Assessment Based on Raters' Individual Differences. ICALT (2019)
Daniel Bienstock, Gonzalo Muñoz, Sebastian Pokutta
Principled Deep Neural Network Training through Linear Programming. CoRR (2018)
Gonzalo Muñoz, Daniel G. Espinoza, Marcos Goycoolea, Eduardo Moreno, Maurice Queyranne, Orlando Rivera Letelier
A study of the Bienstock-Zuckerberg algorithm: applications in mining and resource constrained project scheduling. Comput. Optim. Appl. 69 (2) (2018)
Yuri Faenza, Gonzalo Muñoz, Sebastian Pokutta
Limits of Treewidth-based tractability in Optimization. CoRR (2018)
Daniel Bienstock, Gonzalo Muñoz
LP Formulations for Polynomial Optimization Problems. SIAM J. Optim. 28 (2) (2018)
Daniel Bienstock, Gonzalo Muñoz, Shuoguang Yang, Carsten Matke
Robust linear control of storage in transmission systems, and extensions to robust network control problems. CDC (2017)
Pablo Betancourt, Pablo Navarro, Gonzalo Muñoz, Ramón Fuentes
Prevalence and location of the secondary mesiobuccal canal in 1, 100 maxillary molars using cone beam computed tomography. BMC Medical Imaging 16 (2016)
Carsten Matke, Daniel Bienstock, Gonzalo Muñoz, Shuoguang Yang, David Kleinhans, Sebastian Sager
Robust optimization of power network operation: storage devices and the role of forecast errors in renewable energies. COMPLEX NETWORKS (2016)
Daniel Bienstock, Gonzalo Muñoz
LP approximations to mixed-integer polynomial optimization problems. CoRR (2015)