Juan Pablo Vielma

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Joey HuchetteGoogle ResearchVerified email at google.com
George NemhauserProfessor, Georgia Institute of TechnologyVerified email at isye.gatech.edu
Miles LubinHudson River TradingVerified email at hudson-trading.com
Andrés WeintraubUniversidad de ChileVerified email at dii.uchile.cl
Santanu S. DeyGeorgia Institute of TechnologyVerified email at isye.gatech.edu
Chris CoeyMITVerified email at mit.edu
Shabbir AhmedProfessor of Industrial & Systems Engineering, Georgia Institute of TechnologyVerified email at isye.gatech.edu
Lea KapelevichAmazonVerified email at amazon.com
Sina ModaresiMachine Learning Manager @ PayPalVerified email at mit.edu
Ross AndersonGoogleVerified email at google.com
Christian TjandraatmadjaGoogle ResearchVerified email at google.com
Daniel DadushCentrum Wiskunde & InformaticaVerified email at cwi.nl
Alan T. MurrayProfessor, Department of Geography, University of California at Santa BarbaraVerified email at ucsb.edu
Marcos Goycoolea GuzmánEscuela de Administración, Pontificia Universidad Católica de ChileVerified email at uc.cl
Benoît LegatAssistant Professor in INMA/ICTEAM, UCLouvainVerified email at uclouvain.be
Will MaColumbia UniversityVerified email at gsb.columbia.edu
Alejandro TorielloProfessor of Industrial and Systems Engineering, Georgia Institute of TechnologyVerified email at isye.gatech.edu
Mustafa KilincExxonMobilVerified email at exxonmobil.com
Rodolfo CarvajalEscuela de Negocios, Universidad Adolfo IbañezVerified email at uai.cl
Russell BentScientist, Los Alamos National LaboratoryVerified email at lanl.gov

Juan Pablo Vielma

Research Scientist, Google

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Operations Research Mathematical Optimization


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Mixed-integer models for nonseparable piecewise-linear optimization: Unifying framework and extensions JP Vielma, S Ahmed, G Nemhauser Operations research 58 (2), 303-315, 2010	452	2010
Mixed integer linear programming formulation techniques JP Vielma SIAM Review 57 (1), 3-57, 2015	422	2015
Modeling disjunctive constraints with a logarithmic number of binary variables and constraints JP Vielma, GL Nemhauser Mathematical Programming 128, 49-72, 2011	381	2011
Strong mixed-integer programming formulations for trained neural networks R Anderson, J Huchette, W Ma, C Tjandraatmadja, JP Vielma Mathematical Programming 183, 3-39, 2020	312	2020
JuMP 1.0: Recent improvements to a modeling language for mathematical optimization M Lubin, O Dowson, JD Garcia, J Huchette, B Legat, JP Vielma Mathematical Programming Computation 15 (3), 581-589, 2023	218	2023
A lifted linear programming branch-and-bound algorithm for mixed integer conic quadratic programs JP Vielma, S Ahmed, GL Nemhauser INFORMS Journal on Computing 20 (3), 438-450, 2008	193	2008
Imposing Connectivity Constraints in Forest Planning Models R Carvajal, M Constantino, M Goycoolea, JP Vielma, A Weintraub Operations Research 61 (4), 824-836, 2013	173	2013
Fitting Piecewise Linear Continuous Functions A Toriello, JP Vielma European Journal of Operational Research 219 (1), 86-95, 2010	130	2010
Evaluating approaches for solving the area restriction model in harvest scheduling M Goycoolea, A Murray, JP Vielma, A Weintraub Forest Science 55 (2), 149-165, 2009	91	2009
The convex relaxation barrier, revisited: Tightened single-neuron relaxations for neural network verification C Tjandraatmadja, R Anderson, J Huchette, W Ma, KK Patel, JP Vielma Advances in Neural Information Processing Systems 33, 21675-21686, 2020	89	2020
Polyhedral approximation in mixed-integer convex optimization M Lubin, E Yamangil, R Bent, JP Vielma Mathematical Programming 172, 139-168, 2018	82	2018
Outer approximation with conic certificates for mixed-integer convex problems C Coey, M Lubin, JP Vielma Mathematical Programming Computation 12 (2), 249-293, 2020	77	2020
Building representative matched samples with multi-valued treatments in large observational studies M Bennett, JP Vielma, JR Zubizarreta Journal of computational and graphical statistics 29 (4), 744-757, 2020	75*	2020
Extended formulations in mixed-integer convex programming M Lubin, E Yamangil, R Bent, JP Vielma Integer Programming and Combinatorial Optimization: 18th International …, 2016	73	2016
Nonconvex piecewise linear functions: Advanced formulations and simple modeling tools J Huchette, JP Vielma Operations Research 71 (5), 1835-1856, 2023	71	2023
Intersection cuts for nonlinear integer programming: Convexification techniques for structured sets S Modaresi, MR Kılınç, JP Vielma Mathematical Programming 155 (1), 575-611, 2016	66	2016
The split closure of a strictly convex body D Dadush, SS Dey, JP Vielma Operations Research Letters 39 (2), 121-126, 2011	59	2011
Solving natural conic formulations with Hypatia. jl C Coey, L Kapelevich, JP Vielma INFORMS Journal on Computing 34 (5), 2686-2699, 2022	55*	2022
Nonconvex, lower semicontinuous piecewise linear optimization JP Vielma, AB Keha, GL Nemhauser Discrete Optimization 5 (2), 467-488, 2008	55	2008
Extended formulations in mixed integer conic quadratic programming JP Vielma, I Dunning, J Huchette, M Lubin Mathematical Programming Computation 9, 369-418, 2017	54	2017

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