Joey Huchette
Joey Huchette
Verified email at rice.edu - Homepage
Title
Cited by
Cited by
Year
JuMP: A modeling language for mathematical optimization
I Dunning, J Huchette, M Lubin
SIAM review 59 (2), 295-320, 2017
8142017
Taming parallel I/O complexity with auto-tuning
B Behzad, HVT Luu, J Huchette, S Byna, R Aydt, Q Koziol, M Snir
SC'13: Proceedings of the International Conference on High Performance …, 2013
1092013
Strong mixed-integer programming formulations for trained neural networks
R Anderson, J Huchette, W Ma, C Tjandraatmadja, JP Vielma
arXiv, arXiv: 1811.01988, 2020
65*2020
Extended formulations in mixed integer conic quadratic programming
JP Vielma, I Dunning, J Huchette, M Lubin
Mathematical Programming Computation 9 (3), 369-418, 2017
372017
Parallel algebraic modeling for stochastic optimization
J Huchette, M Lubin, C Petra
2014 First Workshop for High Performance Technical Computing in Dynamic …, 2014
262014
A combinatorial approach for small and strong formulations of disjunctive constraints
J Huchette, JP Vielma
Mathematics of Operations Research, 2019
16*2019
Nonconvex piecewise linear functions: Advanced formulations and simple modeling tools
J Huchette, JP Vielma
arXiv preprint arXiv:1708.00050, 2017
152017
A framework for auto-tuning HDF5 applications
B Behzad, J Huchette, HVT Luu, R Aydt, S Byna, Y Yao, Q Koziol
Proceedings of the 22nd international symposium on High-performance parallel …, 2013
112013
The convex relaxation barrier, revisited: Tightened single-neuron relaxations for neural network verification
C Tjandraatmadja, R Anderson, J Huchette, W Ma, K Patel, JP Vielma
arXiv preprint arXiv:2006.14076, 2020
92020
On efficient Hessian computation using the edge pushing algorithm in Julia
CG Petra, F Qiang, M Lubin, J Huchette
Optimization Methods and Software 33 (4-6), 1010-1029, 2018
7*2018
Strong mixed-integer formulations for the floor layout problem
J Huchette, SS Dey, JP Vielma
INFOR: Information Systems and Operational Research 56 (4), 392-433, 2018
72018
Sum-of-squares optimization in Julia
B Legat, C Coey, R Deits, J Huchette, A Perry
JuMP Developers Meetup/Workshop, 2017
62017
Auto-Tuning of Parallel I/O Parameters for HDF5 Applications
B Behzad, J Huchette, HVT Luu, R Aydt, Q Koziol, S Byna, M Chaarawi, ...
52012
Beating the SDP bound for the floor layout problem: A simple combinatorial idea
J Huchette, SS Dey, JP Vielma
INFOR: Information Systems and Operational Research 56 (4), 457-481, 2018
22018
A mixed-integer branching approach for very small formulations of disjunctive constraints
J Huchette, JP Vielma
arXiv preprint arXiv:1709.10132, 2017
22017
A multi-numeric method for parabolic problems using an adaptive region-swapping approach
J Huchette, B Riviere
SIURO 5, 219-235, 2012
22012
A geometric way to build strong mixed-integer programming formulations
J Huchette, JP Vielma
Operations Research Letters 47 (6), 601-606, 2019
12019
Compact mixed-integer programming relaxations in quadratic optimization
B Beach, R Hildebrand, J Huchette
arXiv preprint arXiv:2011.08823, 2020
2020
Contextual Reserve Price Optimization in Auctions via Mixed Integer Programming
J Huchette, H Lu, H Esfandiari, V Mirrokni
Advances in Neural Information Processing Systems 33, 1287-1297, 2020
2020
Sum-of-Squares Programming in Julia with JuMP
B Legat, C Coey, R Deits, J Huchette, A Perry
Summer School on Numerical Computing in Algebraic Geometry, 2018
2018
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Articles 1–20