Joey Huchette

28 papers A* 3A 2B 1Journal 20Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
Building Formulations for Piecewise Linear Relaxations of Nonlinear Functions.
Oper. Res.
Bochuan Lyu, Illya V. Hicks, Joey Huchette
2024 A* conf
Learning Generalized Linear Programming Value Functions.
NeurIPS
Tu Anh-Nguyen, Joey Huchette, Christian Tjandraatmadja
2024 J jnl
Modeling combinatorial disjunctive constraints via junction trees.
Math. Program.
Bochuan Lyu, Illya V. Hicks, Joey Huchette
2023 A conf
Combinatorial Disjunctive Constraints for Obstacle Avoidance in Path Planning.
IROS
Raul Garcia, Illya V. Hicks, Joey Huchette
2023 J jnl
JuMP 1.0: recent improvements to a modeling language for mathematical optimization.
Math. Program. Comput.
Miles Lubin, Oscar Dowson, Joaquim Dias Garcia, Joey Huchette, Benoît Legat, Juan Pablo Vielma
2023 J jnl
Nonconvex Piecewise Linear Functions: Advanced Formulations and Simple Modeling Tools.
Oper. Res.
Joey Huchette, Juan Pablo Vielma
2023 J jnl
When Deep Learning Meets Polyhedral Theory: A Survey.
CoRR
Joey Huchette, Gonzalo Muñoz, Thiago Serra, Calvin Tsay
2022 J jnl
Compact mixed-integer programming formulations in quadratic optimization.
J. Glob. Optim.
Benjamin Beach, Robert Hildebrand, Joey Huchette
2022 J jnl
JuMP 1.0.
CoRR
Miles Lubin, Oscar Dowson, Joaquim Dias Garcia, Joey Huchette, Benoît Legat, Juan Pablo Vielma
2022 J jnl
Neural Network Verification as Piecewise Linear Optimization: Formulations for the Composition of Staircase Functions.
CoRR
Tu Anh-Nguyen, Joey Huchette
2020 A* conf
Contextual Reserve Price Optimization in Auctions via Mixed Integer Programming.
NeurIPS
Joey Huchette, Haihao Lu, Hossein Esfandiari, Vahab S. Mirrokni
2020 J jnl
Contextual Reserve Price Optimization in Auctions.
CoRR
Joey Huchette, Haihao Lu, Hossein Esfandiari, Vahab S. Mirrokni
2020 J jnl
Strong mixed-integer programming formulations for trained neural networks.
Math. Program.
Ross Anderson, Joey Huchette, Will Ma, Christian Tjandraatmadja, Juan Pablo Vielma
2020 A* conf
The Convex Relaxation Barrier, Revisited: Tightened Single-Neuron Relaxations for Neural Network Verification.
NeurIPS
Christian Tjandraatmadja, Ross Anderson, Joey Huchette, Will Ma, Krunal Patel, Juan Pablo Vielma
2020 J jnl
The Convex Relaxation Barrier, Revisited: Tightened Single-Neuron Relaxations for Neural Network Verification.
CoRR
Christian Tjandraatmadja, Ross Anderson, Joey Huchette, Will Ma, Krunal Patel, Juan Pablo Vielma
2019 J jnl
A Combinatorial Approach for Small and Strong Formulations of Disjunctive Constraints.
Math. Oper. Res.
Joey Huchette, Juan Pablo Vielma
2019 J jnl
A geometric way to build strong mixed-integer programming formulations.
Oper. Res. Lett.
Joey Huchette, Juan Pablo Vielma
2019 B conf
Strong Mixed-Integer Programming Formulations for Trained Neural Networks.
IPCO
Ross Anderson, Joey Huchette, Christian Tjandraatmadja, Juan Pablo Vielma
2018 J jnl
Beating the SDP bound for the floor layout problem: a simple combinatorial idea.
INFOR Inf. Syst. Oper. Res.
Joey Huchette, Santanu S. Dey, Juan Pablo Vielma
2018 J jnl
On efficient Hessian computation using the edge pushing algorithm in Julia.
Optim. Methods Softw.
Cosmin G. Petra, Feng Qiang, Miles Lubin, Joey Huchette
2018 J jnl
Strong mixed-integer formulations for the floor layout problem.
INFOR Inf. Syst. Oper. Res.
Joey Huchette, Santanu S. Dey, Juan Pablo Vielma
2018 J jnl
Strong mixed-integer programming formulations for trained neural networks.
CoRR
Ross Anderson, Joey Huchette, Christian Tjandraatmadja, Juan Pablo Vielma
2017 J jnl
Extended formulations in mixed integer conic quadratic programming.
Math. Program. Comput.
Juan Pablo Vielma, Iain Dunning, Joey Huchette, Miles Lubin
2017 J jnl
JuMP: A Modeling Language for Mathematical Optimization.
SIAM Rev.
Iain Dunning, Joey Huchette, Miles Lubin
2015 J jnl
JuMP: A Modeling Language for Mathematical Optimization.
CoRR
Iain Dunning, Joey Huchette, Miles Lubin
2014 — conf
Parallel algebraic modeling for stochastic optimization.
HPTCDL@SC
Joey Huchette, Miles Lubin, Cosmin G. Petra
2013 A conf
A framework for auto-tuning HDF5 applications.
HPDC
Babak Behzad, Joey Huchette, Huong Vu Thanh Luu, Ruth A. Aydt, Surendra Byna, Yushu Yao, Quincey Koziol, Prabhat
2012 — conf
Abstract: Auto-Tuning of Parallel IO Parameters for HDF5 Applications.
SC Companion
Babak Behzad, Joey Huchette, Huong Luu, Ruth A. Aydt, Quincey Koziol, Prabhat, Surendra Byna, Mohamad Chaarawi, Yushu Yao