Juan Pablo Vielma

Juan Pablo Vielma

Authored Publications
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Performance enhancements for a generic conic interior point algorithm
Chris Coey
Lea Kapelevich
Mathematical Programming Computation, 15 (2023), pp. 53-101
Computing conjugate barrier information for nonsymmetric cones
Erling D. Andersen
Lea Kapelevich
Journal of Optimization Theory and Applications (2022)
Conic optimization with spectral functions on Euclidean Jordan algebras
Chris Coey
Lea Kapelevich
Mathematics of Operations Research (2022)
Solving natural conic formulations with Hypatia.jl
Chris Coey
Lea Kapelevich
INFORMS Journal on Computing, 34 (2022), pp. 2686-2699
Sum of squares generalizations for conic sets
Chris Coey
Lea Kapelevich
Mathematical Programming (2022)
Mixed-integer convex representability
Miles Lubin
Ilias Zadik
Mathematics of Operations Research, 47 (2021), pp. 720-749
Strong mixed-integer programming formulations for trained neural networks
Integer Programming and Combinatorial Optimization - 20th International Conference, IPCO 2019, Ann Arbor, MI, USA, May 22-24, 2019, Proceedings, Springer, pp. 27-42