Joey Huchette

According to our database, Joey Huchette authored at least 24 papers between 2012 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Modeling combinatorial disjunctive constraints via junction trees.

Bochuan Lyu, Illya V. Hicks, Joey Huchette

Math. Program., March, 2024

2023

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

Miles Lubin, Oscar Dowson, Joaquim Dias Garcia, Joey Huchette, Benoît Legat, Juan Pablo Vielma

Math. Program. Comput., September, 2023

Nonconvex Piecewise Linear Functions: Advanced Formulations and Simple Modeling Tools.

Joey Huchette, Juan Pablo Vielma

Oper. Res., 2023

When Deep Learning Meets Polyhedral Theory: A Survey.

Joey Huchette, Gonzalo Muñoz, Thiago Serra, Calvin Tsay

CoRR, 2023

Combinatorial Disjunctive Constraints for Obstacle Avoidance in Path Planning.

Raul Garcia, Illya V. Hicks, Joey Huchette

IROS, 2023

2022

Compact mixed-integer programming formulations in quadratic optimization.

Benjamin Beach, Robert Hildebrand, Joey Huchette

J. Glob. Optim., 2022

Neural Network Verification as Piecewise Linear Optimization: Formulations for the Composition of Staircase Functions.

Tu Anh-Nguyen, Joey Huchette

CoRR, 2022

JuMP 1.0.

Miles Lubin, Oscar Dowson, Joaquim Dias Garcia, Joey Huchette, Benoît Legat, Juan Pablo Vielma

CoRR, 2022

2020

Strong mixed-integer programming formulations for trained neural networks.

Ross Anderson, Joey Huchette, Will Ma, Christian Tjandraatmadja, Juan Pablo Vielma

Math. Program., 2020

Contextual Reserve Price Optimization in Auctions.

Joey Huchette, Haihao Lu, Hossein Esfandiari, Vahab S. Mirrokni

CoRR, 2020

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

Christian Tjandraatmadja, Ross Anderson, Joey Huchette, Will Ma, Krunal Patel, Juan Pablo Vielma

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Contextual Reserve Price Optimization in Auctions via Mixed Integer Programming.

Joey Huchette, Haihao Lu, Hossein Esfandiari, Vahab S. Mirrokni

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

2019

A geometric way to build strong mixed-integer programming formulations.

Joey Huchette, Juan Pablo Vielma

Oper. Res. Lett., 2019

A Combinatorial Approach for Small and Strong Formulations of Disjunctive Constraints.

Joey Huchette, Juan Pablo Vielma

Math. Oper. Res., 2019

Strong Mixed-Integer Programming Formulations for Trained Neural Networks.

Ross Anderson, Joey Huchette, Christian Tjandraatmadja, Juan Pablo Vielma

Proceedings of the Integer Programming and Combinatorial Optimization, 2019

2018

On efficient Hessian computation using the edge pushing algorithm in Julia.

Cosmin G. Petra, Feng Qiang, Miles Lubin, Joey Huchette

Optim. Methods Softw., 2018

Beating the SDP bound for the floor layout problem: a simple combinatorial idea.

Joey Huchette, Santanu S. Dey, Juan Pablo Vielma

INFOR Inf. Syst. Oper. Res., 2018

Strong mixed-integer formulations for the floor layout problem.

Joey Huchette, Santanu S. Dey, Juan Pablo Vielma

INFOR Inf. Syst. Oper. Res., 2018

2017

JuMP: A Modeling Language for Mathematical Optimization.

Iain Dunning, Joey Huchette, Miles Lubin

SIAM Rev., 2017

Extended formulations in mixed integer conic quadratic programming.

Juan Pablo Vielma, Iain Dunning, Joey Huchette, Miles Lubin

Math. Program. Comput., 2017

2014

Parallel algebraic modeling for stochastic optimization.

Joey Huchette, Miles Lubin, Cosmin G. Petra

Proceedings of the 1st First Workshop for High Performance Technical Computing in Dynamic Languages, 2014

2013

Taming parallel I/O complexity with auto-tuning.

Babak Behzad, Huong Vu Thanh Luu, Joseph Huchette, Surendra Byna, Prabhat, Ruth A. Aydt, Quincey Koziol, Marc Snir

Proceedings of the International Conference for High Performance Computing, 2013

A framework for auto-tuning HDF5 applications.

Babak Behzad, Joey Huchette, Huong Vu Thanh Luu, Ruth A. Aydt, Surendra Byna, Yushu Yao, Quincey Koziol, Prabhat

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.

Babak Behzad, Joey Huchette, Huong Luu, Ruth A. Aydt, Quincey Koziol, Prabhat, Surendra Byna, Mohamad Chaarawi, Yushu Yao

Proceedings of the 2012 SC Companion: High Performance Computing, 2012