Gonzalo Muñoz

34 papers B 8Journal 23Unranked 3

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A characterization of maximal homogeneous-quadratic-free sets. Math. Program. Gonzalo Muñoz, Joseph Paat, Felipe Serrano
2025	J	`jnl`	Compressing branch-and-bound trees. Math. Program. Gonzalo Muñoz, Joseph Paat, Álinson S. Xavier
2025	J	`jnl`	Exploiting the polyhedral geometry of stochastic linear bilevel programming. Math. Program. Gonzalo Muñoz, David Salas, Anton Svensson
2025	J	`jnl`	Monoidal strengthening and unique lifting in MIQCPs. Math. Program. Antonia Chmiela, Gonzalo Muñoz, Felipe Serrano
2024	—	`conf`	Decision-Focused Predictions via Pessimistic Bilevel Optimization: A Computational Study. CPAIOR (1) Víctor Bucarey, Sophia Calderón, Gonzalo Muñoz, Frédéric Semet
2024	J	`jnl`	The MIP Workshop 2023 Computational Competition on reoptimization. Math. Program. Comput. Suresh Bolusani, Mathieu Besançon, Ambros M. Gleixner, Timo Berthold, Claudia D'Ambrosio, Gonzalo Muñoz, Joseph Paat, Dimitri Thomopulos
2023	B	`conf`	Compressing Branch-and-Bound Trees. IPCO Gonzalo Muñoz, Joseph Paat, Álinson S. Xavier
2023	J	`jnl`	Computational Tradeoffs of Optimization-Based Bound Tightening in ReLU Networks. CoRR Fabian Badilla, Marcos Goycoolea, Gonzalo Muñoz, Thiago Serra
2023	B	`conf`	Exploiting the Polyhedral Geometry of Stochastic Linear Bilevel Programming. IPCO Gonzalo Muñoz, David Salas, Anton Svensson
2023	B	`conf`	Monoidal Strengthening and Unique Lifting in MIQCPs. IPCO Antonia Chmiela, Gonzalo Muñoz, Felipe Serrano
2023	J	`jnl`	On the implementation and strengthening of intersection cuts for QCQPs. Math. Program. Antonia Chmiela, Gonzalo Muñoz, Felipe Serrano
2023	J	`jnl`	Principled deep neural network training through linear programming. Discret. Optim. Daniel Bienstock, Gonzalo Muñoz, Sebastian Pokutta
2023	B	`conf`	Towards a Characterization of Maximal Quadratic-Free Sets. IPCO Gonzalo Muñoz, Joseph Paat, Felipe Serrano
2023	J	`jnl`	When Deep Learning Meets Polyhedral Theory: A Survey. CoRR Joey Huchette, Gonzalo Muñoz, Thiago Serra, Calvin Tsay
2022	J	`jnl`	Convex envelopes for ray-concave functions. Optim. Lett. Javiera Barrera, Eduardo Moreno, Gonzalo Muñoz
2022	J	`jnl`	Cutting Plane Generation through Sparse Principal Component Analysis. SIAM J. Optim. Santanu S. Dey, Aleksandr M. Kazachkov, Andrea Lodi, Gonzalo Muñoz
2022	J	`jnl`	Exact reliability optimization for series-parallel graphs using convex envelopes. Networks Javiera Barrera, Eduardo Moreno, Gonzalo Muñoz, Pablo Romero
2022	J	`jnl`	Maximal quadratic-free sets. Math. Program. Gonzalo Muñoz, Felipe Serrano
2022	J	`jnl`	New limits of treewidth-based tractability in optimization. Math. Program. Yuri Faenza, Gonzalo Muñoz, Sebastian Pokutta
2022	J	`jnl`	On Obtaining the Convex Hull of Quadratic Inequalities via Aggregations. SIAM J. Optim. Santanu S. Dey, Gonzalo Muñoz, Felipe Serrano
2022	J	`jnl`	On generalized surrogate duality in mixed-integer nonlinear programming. Math. Program. Benjamin Müller, Gonzalo Muñoz, Maxime Gasse, Ambros M. Gleixner, Andrea Lodi, Felipe Serrano
2021	B	`conf`	On the Implementation and Strengthening of Intersection Cuts for QCQPs. IPCO Antonia Chmiela, Gonzalo Muñoz, Felipe Serrano
2020	B	`conf`	Maximal Quadratic-Free Sets. IPCO Gonzalo Muñoz, Felipe Serrano
2020	B	`conf`	On Generalized Surrogate Duality in Mixed-Integer Nonlinear Programming. IPCO Benjamin Müller, Gonzalo Muñoz, Maxime Gasse, Ambros M. Gleixner, Andrea Lodi, Felipe Serrano
2020	J	`jnl`	Outer-product-free sets for polynomial optimization and oracle-based cuts. Math. Program. Daniel Bienstock, Chen Chen, Gonzalo Muñoz
2020	J	`jnl`	Production Scheduling for Strategic Open Pit Mine Planning: A Mixed-Integer Programming Approach. Oper. Res. Orlando Rivera Letelier, Daniel G. Espinoza, Marcos Goycoolea, Eduardo Moreno, Gonzalo Muñoz
2019	B	`conf`	Intersection Cuts for Polynomial Optimization. IPCO Daniel Bienstock, Chen Chen, Gonzalo Muñoz
2018	J	`jnl`	A study of the Bienstock-Zuckerberg algorithm: applications in mining and resource constrained project scheduling. Comput. Optim. Appl. Gonzalo Muñoz, Daniel G. Espinoza, Marcos Goycoolea, Eduardo Moreno, Maurice Queyranne, Orlando Rivera Letelier
2018	J	`jnl`	LP Formulations for Polynomial Optimization Problems. SIAM J. Optim. Daniel Bienstock, Gonzalo Muñoz
2018	J	`jnl`	Limits of Treewidth-based tractability in Optimization. CoRR Yuri Faenza, Gonzalo Muñoz, Sebastian Pokutta
2018	J	`jnl`	Principled Deep Neural Network Training through Linear Programming. CoRR Daniel Bienstock, Gonzalo Muñoz, Sebastian Pokutta
2017	—	`conf`	Robust linear control of storage in transmission systems, and extensions to robust network control problems. CDC Daniel Bienstock, Gonzalo Muñoz, Shuoguang Yang, Carsten Matke
2016	—	`conf`	Robust optimization of power network operation: storage devices and the role of forecast errors in renewable energies. COMPLEX NETWORKS Carsten Matke, Daniel Bienstock, Gonzalo Muñoz, Shuoguang Yang, David Kleinhans, Sebastian Sager
2015	J	`jnl`	LP approximations to mixed-integer polynomial optimization problems. CoRR Daniel Bienstock, Gonzalo Muñoz