Joey Huchette

According to our database1, Joey Huchette authored at least 15 papers between 2012 and 2020.

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Bibliography

2020
Strong mixed-integer programming formulations for trained neural networks.
Math. Program., 2020

The Convex Relaxation Barrier, Revisited: Tightened Single-Neuron Relaxations for Neural Network Verification.
CoRR, 2020

Contextual Reserve Price Optimization in Auctions.
CoRR, 2020

2019
A geometric way to build strong mixed-integer programming formulations.
Oper. Res. Lett., 2019

A Combinatorial Approach for Small and Strong Formulations of Disjunctive Constraints.
Math. Oper. Res., 2019

Strong Mixed-Integer Programming Formulations for Trained Neural Networks.
Proceedings of the Integer Programming and Combinatorial Optimization, 2019

2018
On efficient Hessian computation using the edge pushing algorithm in Julia.
Optim. Methods Softw., 2018

Beating the SDP bound for the floor layout problem: a simple combinatorial idea.
INFOR Inf. Syst. Oper. Res., 2018

Strong mixed-integer formulations for the floor layout problem.
INFOR Inf. Syst. Oper. Res., 2018

2017
JuMP: A Modeling Language for Mathematical Optimization.
SIAM Rev., 2017

Extended formulations in mixed integer conic quadratic programming.
Math. Program. Comput., 2017

2014
Parallel algebraic modeling for stochastic optimization.
Proceedings of the 1st First Workshop for High Performance Technical Computing in Dynamic Languages, 2014

2013
Taming parallel I/O complexity with auto-tuning.
Proceedings of the International Conference for High Performance Computing, 2013

A framework for auto-tuning HDF5 applications.
Proceedings of the 22nd International Symposium on High-Performance Parallel and Distributed Computing, 2013

2012
Abstract: Auto-Tuning of Parallel IO Parameters for HDF5 Applications.
Proceedings of the 2012 SC Companion: High Performance Computing, 2012


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