Juan Pablo Vielma

58 papers A* 2B 6Journal 50
YearRankTypeTitle / Venue / Authors
2024 J jnl
Computing Conjugate Barrier Information for Nonsymmetric Cones.
J. Optim. Theory Appl.
Lea Kapelevich, Erling D. Andersen, Juan Pablo Vielma
2024 J jnl
Shapes and recession cones in mixed-integer convex representability.
Math. Program.
Ilias Zadik, Miles Lubin, Juan Pablo Vielma
2023 J jnl
Conic Optimization with Spectral Functions on Euclidean Jordan Algebras.
Math. Oper. Res.
Chris Coey, Lea Kapelevich, Juan Pablo Vielma
2023 J jnl
Disjunctive cuts in Mixed-Integer Conic Optimization.
Math. Program.
Andrea Lodi, Mathieu Tanneau, Juan Pablo Vielma
2023 J jnl
JuMP 1.0: recent improvements to a modeling language for mathematical optimization.
Math. Program. Comput.
Miles Lubin, Oscar Dowson, Joaquim Dias Garcia, Joey Huchette, Benoît Legat, Juan Pablo Vielma
2023 J jnl
Nonconvex Piecewise Linear Functions: Advanced Formulations and Simple Modeling Tools.
Oper. Res.
Joey Huchette, Juan Pablo Vielma
2023 J jnl
Performance enhancements for a generic conic interior point algorithm.
Math. Program. Comput.
Chris Coey, Lea Kapelevich, Juan Pablo Vielma
2023 J jnl
Sum of squares generalizations for conic sets.
Math. Program.
Lea Kapelevich, Chris Coey, Juan Pablo Vielma
2022 A* conf
Constrained Discrete Black-Box Optimization using Mixed-Integer Programming.
ICML
Theodore P. Papalexopoulos, Christian Tjandraatmadja, Ross Anderson, Juan Pablo Vielma, David Belanger
2022 J jnl
JuMP 1.0.
CoRR
Miles Lubin, Oscar Dowson, Joaquim Dias Garcia, Joey Huchette, Benoît Legat, Juan Pablo Vielma
2022 J jnl
Mixed-Integer Convex Representability.
Math. Oper. Res.
Miles Lubin, Juan Pablo Vielma, Ilias Zadik
2022 J jnl
Solving Natural Conic Formulations with Hypatia.jl.
INFORMS J. Comput.
Chris Coey, Lea Kapelevich, Juan Pablo Vielma
2020 J jnl
Learning in Combinatorial Optimization: What and How to Explore.
Oper. Res.
Sajad Modaresi, Denis Sauré, Juan Pablo Vielma
2020 J jnl
Outer approximation with conic certificates for mixed-integer convex problems.
Math. Program. Comput.
Chris Coey, Miles Lubin, Juan Pablo Vielma
2020 J jnl
Strong mixed-integer programming formulations for trained neural networks.
Math. Program.
Ross Anderson, Joey Huchette, Will Ma, Christian Tjandraatmadja, Juan Pablo Vielma
2020 A* conf
The Convex Relaxation Barrier, Revisited: Tightened Single-Neuron Relaxations for Neural Network Verification.
NeurIPS
Christian Tjandraatmadja, Ross Anderson, Joey Huchette, Will Ma, Krunal Patel, Juan Pablo Vielma
2020 J jnl
The Convex Relaxation Barrier, Revisited: Tightened Single-Neuron Relaxations for Neural Network Verification.
CoRR
Christian Tjandraatmadja, Ross Anderson, Joey Huchette, Will Ma, Krunal Patel, Juan Pablo Vielma
2019 J jnl
A Combinatorial Approach for Small and Strong Formulations of Disjunctive Constraints.
Math. Oper. Res.
Joey Huchette, Juan Pablo Vielma
2019 J jnl
A geometric way to build strong mixed-integer programming formulations.
Oper. Res. Lett.
Joey Huchette, Juan Pablo Vielma
2019 J jnl
Ellipsoidal Methods for Adaptive Choice-Based Conjoint Analysis.
Oper. Res.
Denis Sauré, Juan Pablo Vielma
2019 J jnl
Small and strong formulations for unions of convex sets from the Cayley embedding.
Math. Program.
Juan Pablo Vielma
2019 B conf
Strong Mixed-Integer Programming Formulations for Trained Neural Networks.
IPCO
Ross Anderson, Joey Huchette, Christian Tjandraatmadja, Juan Pablo Vielma
2018 J jnl
Beating the SDP bound for the floor layout problem: a simple combinatorial idea.
INFOR Inf. Syst. Oper. Res.
Joey Huchette, Santanu S. Dey, Juan Pablo Vielma
2018 J jnl
Dynamic Automatic Differentiation of GPU Broadcast Kernels.
CoRR
Jarrett Revels, Tim Besard, Valentin Churavy, Bjorn De Sutter, Juan Pablo Vielma
2018 J jnl
Embedding Formulations and Complexity for Unions of Polyhedra.
Manag. Sci.
Juan Pablo Vielma
2018 J jnl
Polyhedral approximation in mixed-integer convex optimization.
Math. Program.
Miles Lubin, Emre Yamangil, Russell Bent, Juan Pablo Vielma
2018 J jnl
Strong mixed-integer formulations for the floor layout problem.
INFOR Inf. Syst. Oper. Res.
Joey Huchette, Santanu S. Dey, Juan Pablo Vielma
2018 J jnl
Strong mixed-integer programming formulations for trained neural networks.
CoRR
Ross Anderson, Joey Huchette, Christian Tjandraatmadja, Juan Pablo Vielma
2017 J jnl
Convex hull of two quadratic or a conic quadratic and a quadratic inequality.
Math. Program.
Sina Modaresi, Juan Pablo Vielma
2017 J jnl
Extended formulations in mixed integer conic quadratic programming.
Math. Program. Comput.
Juan Pablo Vielma, Iain Dunning, Joey Huchette, Miles Lubin
2017 B conf
Mixed-Integer Convex Representability.
IPCO
Miles Lubin, Ilias Zadik, Juan Pablo Vielma
2016 B conf
Extended Formulations in Mixed-Integer Convex Programming.
IPCO
Miles Lubin, Emre Yamangil, Russell Bent, Juan Pablo Vielma
2016 J jnl
Intersection cuts for nonlinear integer programming: convexification techniques for structured sets.
Math. Program.
Sina Modaresi, Mustafa R. Kilinç, Juan Pablo Vielma
2016 J jnl
On packing and covering polyhedra in infinite dimensions.
Oper. Res. Lett.
Luis Rademacher, Alejandro Toriello, Juan Pablo Vielma
2016 J jnl
Predicting Performance Under Stressful Conditions Using Galvanic Skin Response.
CoRR
Carter Mundell, Juan Pablo Vielma, Tauhid Zaman
2015 J jnl
Mixed Integer Linear Programming Formulation Techniques.
SIAM Rev.
Juan Pablo Vielma
2015 J jnl
Restricted risk measures and robust optimization.
Eur. J. Oper. Res.
Guido Lagos, Daniel G. Espinoza, Eduardo Moreno, Juan Pablo Vielma
2015 J jnl
Split cuts and extended formulations for Mixed Integer Conic Quadratic Programming.
Oper. Res. Lett.
Sina Modaresi, Mustafa R. Kilinç, Juan Pablo Vielma
2014 J jnl
Computational Experiments with Cross and Crooked Cross Cuts.
INFORMS J. Comput.
Sanjeeb Dash, Oktay Günlük, Juan Pablo Vielma
2014 J jnl
On the Chvátal-Gomory closure of a compact convex set.
Math. Program.
Daniel Dadush, Santanu S. Dey, Juan Pablo Vielma
2013 J jnl
Imposing Connectivity Constraints in Forest Planning Models.
Oper. Res.
Rodolfo Carvajal, Miguel Constantino, Marcos Goycoolea, Juan Pablo Vielma, Andrés Weintraub
2013 J jnl
Incremental and encoding formulations for Mixed Integer Programming.
Oper. Res. Lett.
Sercan Yildiz, Juan Pablo Vielma
2012 J jnl
A Strong Dual for Conic Mixed-Integer Programs.
SIAM J. Optim.
Diego A. Morán R., Santanu S. Dey, Juan Pablo Vielma
2012 J jnl
An integer linear programming approach for bilinear integer programming.
Oper. Res. Lett.
Alexandre S. Freire, Eduardo Moreno, Juan Pablo Vielma
2012 J jnl
Fitting piecewise linear continuous functions.
Eur. J. Oper. Res.
Alejandro Toriello, Juan Pablo Vielma
2012 J jnl
Mixed integer linear programming formulations for probabilistic constraints.
Oper. Res. Lett.
Juan Pablo Vielma, Shabbir Ahmed, George L. Nemhauser
2011 J jnl
Modeling disjunctive constraints with a logarithmic number of binary variables and constraints.
Math. Program.
Juan Pablo Vielma, George L. Nemhauser
2011 B conf
On the Chvátal-Gomory Closure of a Compact Convex Set.
IPCO
Daniel Dadush, Santanu S. Dey, Juan Pablo Vielma
2011 J jnl
The Chvátal-Gomory Closure of a Strictly Convex Body.
Math. Oper. Res.
Daniel Dadush, Santanu S. Dey, Juan Pablo Vielma
2011 J jnl
The split closure of a strictly convex body.
Oper. Res. Lett.
Daniel Dadush, Santanu S. Dey, Juan Pablo Vielma
2010 J jnl
A Note on "A Superior Representation Method for Piecewise Linear Functions".
INFORMS J. Comput.
Juan Pablo Vielma, Shabbir Ahmed, George L. Nemhauser
2010 J jnl
Mixed-Integer Models for Nonseparable Piecewise-Linear Optimization: Unifying Framework and Extensions.
Oper. Res.
Juan Pablo Vielma, Shabbir Ahmed, George L. Nemhauser
2010 B conf
The Chvátal-Gomory Closure of an Ellipsoid Is a Polyhedron.
IPCO
Santanu S. Dey, Juan Pablo Vielma
2008 J jnl
A Lifted Linear Programming Branch-and-Bound Algorithm for Mixed-Integer Conic Quadratic Programs.
INFORMS J. Comput.
Juan Pablo Vielma, Shabbir Ahmed, George L. Nemhauser
2008 B conf
Modeling Disjunctive Constraints with a Logarithmic Number of Binary Variables and Constraints.
IPCO
Juan Pablo Vielma, George L. Nemhauser
2008 J jnl
Nonconvex, lower semicontinuous piecewise linear optimization.
Discret. Optim.
Juan Pablo Vielma, Ahmet B. Keha, George L. Nemhauser
2007 J jnl
A constructive characterization of the split closure of a mixed integer linear program.
Oper. Res. Lett.
Juan Pablo Vielma
2007 J jnl
Improving computational capabilities for addressing volume constraints in forest harvest scheduling problems.
Eur. J. Oper. Res.
Juan Pablo Vielma, Alan T. Murray, David M. Ryan, Andrés Weintraub