Juan Pablo Vielma
Juan Pablo Vielma
Research Scientist, Google
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Cited by
Cited by
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
Mixed integer linear programming formulation techniques
JP Vielma
SIAM Review 57 (1), 3-57, 2015
Modeling disjunctive constraints with a logarithmic number of binary variables and constraints
JP Vielma, GL Nemhauser
Mathematical Programming 128, 49-72, 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
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
Imposing Connectivity Constraints in Forest Planning Models
R Carvajal, M Constantino, M Goycoolea, JP Vielma, A Weintraub
Operations Research 61 (4), 824-836, 2013
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
Fitting Piecewise Linear Continuous Functions
A Toriello, JP Vielma
European Journal of Operational Research 219 (1), 86-95, 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
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
Polyhedral approximation in mixed-integer convex optimization
M Lubin, E Yamangil, R Bent, JP Vielma
Mathematical Programming 172, 139-168, 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
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
Extended formulations in mixed-integer convex programming
M Lubin, E Yamangil, R Bent, JP Vielma
Integer Programming and Combinatorial Optimization: 18th International …, 2016
Intersection cuts for nonlinear integer programming: Convexification techniques for structured sets
S Modaresi, MR Kılınç, JP Vielma
Mathematical Programming 155 (1), 575-611, 2016
Nonconvex piecewise linear functions: Advanced formulations and simple modeling tools
J Huchette, JP Vielma
Operations Research 71 (5), 1835-1856, 2023
The split closure of a strictly convex body
D Dadush, SS Dey, JP Vielma
Operations Research Letters 39 (2), 121-126, 2011
Split cuts and extended formulations for mixed integer conic quadratic programming
S Modaresi, MR Kılınç, JP Vielma
Operations Research Letters 43 (1), 10-15, 2015
Nonconvex, lower semicontinuous piecewise linear optimization
JP Vielma, AB Keha, GL Nemhauser
Discrete Optimization 5 (2), 467-488, 2008
Solving natural conic formulations with Hypatia. jl
C Coey, L Kapelevich, JP Vielma
INFORMS Journal on Computing 34 (5), 2686-2699, 2022
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