Gonzalo Muñoz

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Daniel BienstockLiu Family Professor of Operations Research and Applied Mathematics, Columbia UniversityVerified email at columbia.edu
Eduardo MorenoGoogle Research, Universidad Adolfo IbañezVerified email at uai.cl
Daniel EspinozaGoogle ResearchVerified email at google.com
Marcos Goycoolea GuzmánEscuela de Administración, Pontificia Universidad Católica de ChileVerified email at uc.cl
Maurice QueyranneEmeritus Professor of Operations and Logistics, UBC Sauder School of BusinessVerified email at sauder.ubc.ca
Ambros GleixnerDepartment Optimization, Zuse Institute BerlinVerified email at zib.de
Andrea LodiCornell Tech and Technion -- IITVerified email at cornell.edu
Maxime GasseServiceNow ResearchVerified email at servicenow.com
Shuoguang YangThe Hong Kong University of Science and TechnologyVerified email at ust.hk
Carsten MatkeOtto-von-Guericke-University, MagdeburgVerified email at ovgu.de
Chen ChenThe Ohio State UniversityVerified email at osu.edu
Thiago SerraUniversity of IowaVerified email at uiowa.edu
Santanu S. DeyGeorgia Institute of TechnologyVerified email at isye.gatech.edu
Antonia ChmielaZuse Institute BerlinVerified email at zib.de
Joey HuchetteGoogle ResearchVerified email at google.com
Calvin TsayImperial College London, Department of ComputingVerified email at imperial.ac.uk
Joseph PaatUBC Sauder School of BusinessVerified email at sauder.ubc.ca
Gonzalo MenaCarnegie Mellon UniversityVerified email at andrew.cmu.edu
Yuri FaenzaAssociate Professor, IEOR, Columbia UniversityVerified email at columbia.edu
Frederic SemetCentrale Lille, CRIStAL UMR CNRS 9189, and INRIA , FranceVerified email at centralelille.fr

Gonzalo Muñoz

Assistant Professor, Universidad de Chile

Verified email at uchile.cl - Homepage

Optimization Operations Research Mixed-Integer Programming


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
LP formulations for polynomial optimization problems D Bienstock, G Munoz SIAM Journal on Optimization 28 (2), 1121-1150, 2018	61*	2018
A study of the Bienstock–Zuckerberg algorithm: applications in mining and resource constrained project scheduling G Muñoz, D Espinoza, M Goycoolea, E Moreno, M Queyranne, ... Computational Optimization and Applications 69 (2), 501-534, 2018	57	2018
Production scheduling for strategic open pit mine planning: a mixed-integer programming approach O Rivera Letelier, D Espinoza, M Goycoolea, E Moreno, G Muñoz Operations Research 68 (5), 1425-1444, 2020	48	2020
Principled deep neural network training through linear programming D Bienstock, G Muñoz, S Pokutta Discrete Optimization 49, 100795, 2023	43	2023
Outer-product-free sets for polynomial optimization and oracle-based cuts D Bienstock, C Chen, G Munoz Mathematical Programming 183 (1), 105-148, 2020	37	2020
On linear relaxations of OPF problems D Bienstock, G Muñoz arXiv preprint arXiv:1411.1120, 2014	36	2014
When deep learning meets polyhedral theory: A survey J Huchette, G Muñoz, T Serra, C Tsay arXiv preprint arXiv:2305.00241, 2023	32	2023
Sinkhorn networks: Using optimal transport techniques to learn permutations G Mena, D Belanger, G Munoz, J Snoek NIPS Workshop in Optimal Transport and Machine Learning, 2017	27	2017
Robust linear control of storage in transmission systems, and extensions to robust network control problems D Bienstock, G Muñoz, S Yang, C Matke 2017 IEEE 56th Annual Conference on Decision and Control (CDC), 799-806, 2017	26*	2017
Approximate method for AC transmission switching based on a simple relaxation for ACOPF problems D Bienstock, G Muñoz 2015 IEEE Power & Energy Society General Meeting, 1-5, 2015	20	2015
Maximal quadratic-free sets G Muñoz, F Serrano Mathematical Programming 192 (1), 229-270, 2022	18	2022
Cutting plane generation through sparse principal component analysis SS Dey, A Kazachkov, A Lodi, G Munoz SIAM Journal on Optimization 32 (2), 1319-1343, 2022	14	2022
Intersection cuts for polynomial optimization D Bienstock, C Chen, G Munoz International Conference on Integer Programming and Combinatorial …, 2019	12	2019
On the implementation and strengthening of intersection cuts for QCQPs A Chmiela, G Muñoz, F Serrano Mathematical Programming 197 (2), 549-586, 2023	10	2023
On generalized surrogate duality in mixed-integer nonlinear programming B Müller, G Muñoz, M Gasse, A Gleixner, A Lodi, F Serrano Mathematical Programming 192 (1), 89-118, 2022	10*	2022
Open Pit Mine Scheduling Under Uncertainty: A Robust Approach D Espinoza, M Goycoolea, E Moreno, G Muñoz, M Queyranne APCOM 2013 - Applications of Computers and Operations Research in the …, 2013	10	2013
New limits of treewidth-based tractability in optimization Y Faenza, G Muñoz, S Pokutta Mathematical Programming, 1-36, 2020	8*	2020
On generalized surrogate duality in mixed-integer nonlinear programming B Müller, G Muñoz, M Gasse, A Gleixner, A Lodi, F Serrano International Conference on Integer Programming and Combinatorial …, 2020	8	2020
Modelos de optimizacion lineal entera y aplicaciones a la mineria G Muñoz	8	2012
On obtaining the convex hull of quadratic inequalities via aggregations SS Dey, G Munoz, F Serrano SIAM Journal on Optimization 32 (2), 659-686, 2022	6	2022

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