Concepedia

Joey Huchette

JH

Statistics

Publications

8

Citations

583

H-Index

8

Active since

2014

Affiliations

Massachusetts Institute of Technology(Current)

Rice University

Google (United States)

Columbia University

Argonne National Laboratory

Joey Huchette is an author at Massachusetts Institute of Technology specializing in mathematical programming, engineering, and computer science.

Top concepts

EngineeringMathematical ProgrammingComputer ScienceComputer EngineeringLinear ProgrammingNumerical AnalysisMachine LearningInteger ProgrammingSystems EngineeringApproximation Theory

Publications per year

2014–2023

8

Publications

8

JuMP 1.0: recent improvements to a modeling language for mathematical optimization

Miles Lubin, Oscar Dowson, Joaquim Dias Garcia et al. · Mathematical Programming Computation · 2023 · 277 citations · Full text

Mathematical Programming, Numerical Analysis, Parametric Programming +7

Strong mixed-integer programming formulations for trained neural networks

Ross Anderson, Joey Huchette, Will Ma et al. · Mathematical Programming · 2020 · 156 citations

Mathematical Programming, Engineering, Machine Learning +6

Nonconvex Piecewise Linear Functions: Advanced Formulations and Simple Modeling Tools

Joey Huchette, Juan Pablo Vielma · Operations Research · 2022 · 52 citations

Mathematical Programming, Numerical Analysis, Engineering +18

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

Christian Tjandraatmadja, Ross Anderson, Joey Huchette et al. · arXiv (Cornell University) · 2020 · 38 citations · Full text

Mathematical Programming, Engineering, Machine Learning +19

Parallel Algebraic Modeling for Stochastic Optimization

Joey Huchette, Miles Lubin, Cosmin G. Petra · 2014 · 23 citations

Mathematical Programming, Engineering, Power Grid Operation +19

1–5 of 8